{"id":"W4321502993","doi":"10.1016/s2215-0366(23)00006-8","title":"Integrating neuroscience in psychiatry: a cultural–ecosocial systemic approach","year":2023,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Cultural Differences and Values","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Jewish General Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Cultural neuroscience; Psychology; MEDLINE; Neuroscience; Psychiatry; Data science; Medicine; Psychotherapist; Computer science; Political science; Cognition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009357958,0.00075991,0.002428464,0.000197908,0.0003264607,0.0002530191,0.002245239,0.0005238176,0.00007328159],"category_scores_gemma":[0.00007618314,0.000397228,0.0007208717,0.001818462,0.0002054953,0.0001125148,0.0002222544,0.001837695,0.0006842828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102011,"about_ca_system_score_gemma":0.0002850459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002772619,"about_ca_topic_score_gemma":0.0004279393,"domain_scores_codex":[0.9953835,0.0009882769,0.001144376,0.001086034,0.0003829131,0.001014908],"domain_scores_gemma":[0.9978797,0.0001434348,0.0007718786,0.001067,0.00003700858,0.0001010199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000068363,0.0005273526,0.004863177,0.0338537,0.000429777,0.00001670698,0.007403551,0.000005435481,7.776486e-7,0.2681899,0.3268035,0.3578378],"study_design_scores_gemma":[0.001270475,0.0001941093,0.006249072,0.03594643,0.0009251671,0.0006993972,0.01195309,0.00008721394,4.917795e-9,0.005853312,0.9348886,0.001933118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000507116,0.9668273,0.00001375243,0.0008536828,0.01880656,0.001441021,0.0001824664,0.0003600761,0.01100805],"genre_scores_gemma":[0.00014134,0.9886554,0.0003221404,0.0005184629,0.006754001,0.0007023125,0.0001343091,0.0001087668,0.002663295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6080852,"threshold_uncertainty_score":0.9998479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2796528700502872,"score_gpt":0.4557639934979055,"score_spread":0.1761111234476184,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}