{"id":"W2183441765","doi":"","title":"Commentary: Police officers and persons with mental illness.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Psychology; Psychiatry; Mental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007008085,0.001883431,0.002523188,0.001610202,0.007694799,0.00483531,0.008736944,0.07024265,0.01468408],"category_scores_gemma":[0.05336502,0.001658325,0.002122067,0.002181789,0.005782318,0.007949035,0.003468969,0.06452612,0.01339105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00820426,"about_ca_system_score_gemma":0.01428573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04188471,"about_ca_topic_score_gemma":0.0441069,"domain_scores_codex":[0.9936764,0.001857584,0.0009284601,0.0009953416,0.001910125,0.0006320996],"domain_scores_gemma":[0.9687445,0.01675295,0.001506536,0.001084355,0.008511996,0.003399711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002022225,0.000004765818,0.00004170609,0.0001274111,0.000007228718,0.0001595128,0.0001261171,0.00001170453,0.00002385583,0.0003217488,0.9975942,0.001561616],"study_design_scores_gemma":[0.00008059333,0.00003634279,0.0006945982,0.001225955,0.00003890387,0.0005573209,0.001271544,0.00009923932,0.0001522059,0.001556842,0.9942198,0.00006665409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001678918,0.001828793,0.00006725333,0.8845168,0.1114488,0.00004795578,0.0001638744,0.00004464939,0.001714],"genre_scores_gemma":[0.001606681,0.001484849,0.00009858068,0.9299182,0.06193725,0.000104741,0.00004796002,0.00002569779,0.004776017],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07024265,"threshold_uncertainty_score":0.08328187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741593475688931,"score_gpt":0.2449679178988249,"score_spread":0.2275519831419356,"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."}}