{"id":"W3199443283","doi":"10.1017/s0033291721003512","title":"To prevent arrest and convictions, prescribe antipsychotics","year":2021,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medical prescription; Antipsychotic; Psychiatry; Psychology; Confounding; Mental health; Immigration; Mental illness; Psychosis; Intervention (counseling); Medicine; Schizophrenia (object-oriented programming); Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007960295,0.000341114,0.0004953081,0.003343657,0.001138475,0.001223962,0.0006390306,0.0006182657,0.002469288],"category_scores_gemma":[0.003498933,0.0004067883,0.001256231,0.002169613,0.0002638449,0.0005140086,0.001187943,0.0007859363,0.0009748246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242761,"about_ca_system_score_gemma":0.003621563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1019873,"about_ca_topic_score_gemma":0.1371516,"domain_scores_codex":[0.9990702,0.0002090811,0.0002000713,0.0001765487,0.0001423691,0.0002018058],"domain_scores_gemma":[0.9982281,0.0002248567,0.0008978767,0.0001515297,0.0002285616,0.00026908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00045685,0.0002704066,0.9589121,0.0005392077,0.00065328,0.0006448036,0.00115851,0.0002495541,0.0001908823,0.0005236872,0.01564577,0.02075499],"study_design_scores_gemma":[0.00006583637,0.000177154,0.9808021,0.0003350719,0.000411886,0.0009722879,0.002068812,0.0002406355,0.0002729859,0.0002092238,0.01441243,0.00003148043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9412754,0.002456428,0.0007036496,0.0007087006,0.0001796225,0.000190021,0.04925948,0.00006167415,0.005164996],"genre_scores_gemma":[0.9527902,0.002689101,0.0010643,0.0006602305,0.0001354358,0.0005417365,0.03417961,0.0000434409,0.007896112],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1019873,"threshold_uncertainty_score":0.2027874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06365430103546417,"score_gpt":0.3968073270319084,"score_spread":0.3331530259964442,"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."}}