{"id":"W4409035470","doi":"10.1176/appi.ps.25076007","title":"Police Presence in Mental Health and Crisis Care","year":2025,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Mental health; Mental health care; Psychiatry; Psychology; Medicine; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001878377,0.0002505234,0.0003384778,0.0005879306,0.0002437187,0.00004548763,0.0003932255,0.0001369768,0.0001091744],"category_scores_gemma":[4.234288e-7,0.0002495662,0.00006452653,0.001385833,0.00002562947,0.0001498196,0.0001286029,0.0002237023,0.00006242788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147421,"about_ca_system_score_gemma":0.0001545468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1258395,"about_ca_topic_score_gemma":0.05787938,"domain_scores_codex":[0.9978469,0.0001483715,0.0005343313,0.000659772,0.0001969181,0.000613727],"domain_scores_gemma":[0.9990237,0.00007030098,0.0001679601,0.0004557341,0.00003910973,0.000243221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004456205,0.0005213476,0.5014872,0.004338501,0.00008750593,0.000002682545,0.4143341,0.000001454985,0.000003939668,0.004393654,0.04560056,0.02878341],"study_design_scores_gemma":[0.003107483,0.0003230542,0.1481319,0.0001338536,0.00003181553,0.00001868557,0.7407266,0.00003121042,0.000003760492,0.0007762305,0.106314,0.0004012903],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8605828,0.09437105,0.000004728945,0.008172896,0.004858424,0.000808544,0.00006284978,0.0001158791,0.03102287],"genre_scores_gemma":[0.9723772,0.002086586,0.0004813002,0.02405161,0.000227714,0.0001068817,0.00006187513,0.0000219359,0.0005848732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3533553,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007637653877564092,"score_gpt":0.3533715501537944,"score_spread":0.3457338962762303,"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."}}