{"id":"W4366606152","doi":"10.1176/appi.pn.2023.06.5.3","title":"NYC’s Involuntary Treatment Policy May Backfire, Experts Warn","year":2023,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Viewpoints; Legislation; Politics; Psychiatry; Political science; Medicine; Psychology; Public administration; Mental health; Law","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":[0.01080041,0.0007762223,0.0008903625,0.00110717,0.01041315,0.00974615,0.003130973,0.03014811,0.2668145],"category_scores_gemma":[0.03879839,0.0007659475,0.001174604,0.001132347,0.003757293,0.00866836,0.004757091,0.02160376,0.08188951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169509,"about_ca_system_score_gemma":0.0444461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09303965,"about_ca_topic_score_gemma":0.1307524,"domain_scores_codex":[0.9891066,0.00150928,0.0006077982,0.0007674509,0.005860175,0.002148665],"domain_scores_gemma":[0.9732459,0.005507477,0.0009979465,0.001877546,0.01133342,0.007037607],"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":[0.00001144682,0.00002345572,0.00007610219,0.00002158568,0.000001234908,0.00003469705,0.00003597159,0.00001127243,0.00005153925,0.002367878,0.9913442,0.006020673],"study_design_scores_gemma":[0.00001353357,0.00001098212,0.0002944077,0.0001182957,0.000001966294,0.00002398941,0.0001185064,0.00003418553,0.00007017219,0.0005374484,0.9987617,0.00001482795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001192916,0.002938634,0.0006845042,0.7198891,0.05740266,0.0002863923,0.001193938,0.0007737904,0.215638],"genre_scores_gemma":[0.007200714,0.001977284,0.001378729,0.4006312,0.008516423,0.000492183,0.0008360188,0.0006503728,0.5783171],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2668145,"threshold_uncertainty_score":0.8925833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07975673903164382,"score_gpt":0.4523426532729389,"score_spread":0.3725859142412951,"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."}}