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{ "kind": "infographic", "prompt": "Replication Status of Key Computational Model Predictions", "provider": "other", "raw_fields": { "type": "heatmap", "title": "Replication Status of Key Computational Model Predictions", "papers": [ { "doi": "10.1523/jneurosci.4322-15.2016", "unit": "independent replications", "label": "Reduced model-based control in addiction: replicated", "value": 3, "cite_key": "Reiter2016", "value_source_sentence": "alcohol-dependent patients exhibited significantly reduced model-based control" }, { "doi": "10.1098/rstb.2008.0094", "unit": "independent replications", "label": "CRF increase during withdrawal: replicated", "value": 5, "cite_key": "Koob2008a", "value_source_sentence": "Acute withdrawal from all major drugs of abuse produces increases in reward thresholds, anxiety-like responses and extracellular levels of CRF in the central nucleus of the amygdala." }, { "doi": "10.1101/029256", "unit": "studies", "label": "Homeostatic RL escalation prediction: single study", "value": 1, "cite_key": "Keramati2015", "value_source_sentence": "The theory also generates unique predictions about the mechanisms of cocaine-intake regulation." } ], "figure_id": "fig_sec9_replication_landscape", "n_analyzed": 3, "description": "For each major model class, shows which core predictions have been independently replicated, remain single-study, or are contested", "n_definition": "number of independent studies supporting the prediction", "scope_region": "addiction neuroscience", "source_cluster": 8, "taxonomic_level": "prediction level", "scope_population": "core model predictions", "homogeneity_check": "Replication counts are approximate based on our evidence search. 'Independent replications' means studies from different labs confirming the same prediction. Single-study predictions may have unpublished replications not captured here." }, "section_id": "section_12_evidence", "source_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAddiction/blob/43d33061a22aa4fed3f7dc71fabbfa48ab1d6f48/evidence/section_12_evidence.json", "target_ref": "wiki_page:computationalreviewaddiction-12", "review_repo": "ComputationalReviewAddiction", "section_ref": "wiki_page:computationalreviewaddiction-12", "source_path": "evidence/section_12_evidence.json", "source_refs": [ "paper:paper-36cd39d12abb", "paper:paper-56e452619fe3", "paper:paper-a99c78acffb3" ], "section_title": "Synthesis: An Evidence Scorecard for Addiction Neuroscience", "source_policy": { "mode": "public_source_pointer_with_short_context", "notes": [ "Local review repositories are read-only inputs.", "SciDEX stores paper metadata, structured evidence, file pointers, and short citation contexts; it does not copy full review prose." ], "source_commit_sha": "43d33061a22aa4fed3f7dc71fabbfa48ab1d6f48", "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAddiction" }, "generation_status": "complete", "review_bundle_ref": "analysis_bundle:ab-d95cfb705572", "origin_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAddiction/blob/43d33061a22aa4fed3f7dc71fabbfa48ab1d6f48/evidence/section_12_evidence.json", "commit_sha": "43d33061a22aa4fed3f7dc71fabbfa48ab1d6f48", "created_by": "persona-jerome-lecoq-gbo-neuroscience", "repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAddiction" }