{"id":"W2135801863","doi":"10.1176/appi.ps.201300053","title":"Police Encounters Involving Citizens With Mental Illness: Use of Resources and Outcomes","year":2013,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Police Service","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Mental illness; Psychological intervention; Mental health; Psychiatry; Intervention (counseling); Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001904066,0.0004803282,0.0005680633,0.0005282701,0.0002315538,0.0001692285,0.0004963679,0.0001734437,0.0004860192],"category_scores_gemma":[0.000005977239,0.0003783599,0.0001099721,0.0007145655,0.0002218331,0.0006297171,0.0001182963,0.0002438842,0.0001304802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003681543,"about_ca_system_score_gemma":0.00002040869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02227842,"about_ca_topic_score_gemma":0.0022473,"domain_scores_codex":[0.9973394,0.0001414844,0.000652145,0.0007346576,0.000466249,0.0006661054],"domain_scores_gemma":[0.9980336,0.0002850037,0.0005517862,0.000761802,0.0001137539,0.0002539854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002263281,0.0002873586,0.9264799,0.0002314839,0.0004421487,0.000002590964,0.03970063,0.000002607951,0.0002810374,0.0008695569,0.02941786,0.002058474],"study_design_scores_gemma":[0.002768933,0.0005600147,0.9241275,0.0001012129,0.0001891864,0.0001022489,0.05803083,0.0001103698,0.0000222164,0.0005215008,0.01262071,0.0008453041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717284,0.001409709,0.00001373026,0.0008139467,0.01862117,0.0006239754,0.00005515735,0.0001584669,0.006575483],"genre_scores_gemma":[0.9942061,0.00008838572,0.00243682,0.002025391,0.0005838426,0.00008082159,0.00001789351,0.00008726306,0.000473498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02247772,"threshold_uncertainty_score":0.9998668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291631720392202,"score_gpt":0.2589820016532632,"score_spread":0.2460656844493412,"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."}}