{"id":"W3036014642","doi":"10.1016/j.ijlp.2020.101597","title":"Socio-economic impact on involuntary admissions and coercive measures in psychiatric hospitals in Germany","year":2020,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Coercion (linguistics); Christian ministry; Psychiatry; Medicine; Involuntary treatment; Psychiatric hospital; Mental health; Psychology; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005811601,0.0001710878,0.0002047971,0.001403819,0.0006833551,0.001604483,0.0004037495,0.0004181072,0.003268606],"category_scores_gemma":[0.00283752,0.0001839871,0.0004966119,0.001779663,0.0008085765,0.0006327041,0.001662415,0.0006651594,0.0002513813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002668378,"about_ca_system_score_gemma":0.00152956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05692865,"about_ca_topic_score_gemma":0.09286249,"domain_scores_codex":[0.9988551,0.0003264554,0.00008949016,0.00007966012,0.0001221796,0.0005270138],"domain_scores_gemma":[0.9972053,0.0005052503,0.001053657,0.00007402278,0.0001753313,0.0009864059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000234572,0.0001514719,0.9946378,0.00001591904,0.0001261745,0.0003133351,0.0004369693,0.0003903999,0.0000844688,0.0006523848,0.0002912233,0.002665345],"study_design_scores_gemma":[0.00000201943,0.00002531538,0.9989083,0.000007330347,0.00001453407,0.00004328026,0.0006823417,0.0001241623,0.00002108364,0.00005065847,0.0001162513,0.000004807423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987679,0.0002007817,0.00001686374,0.0002309153,0.000007612813,0.000001608278,0.0002058238,0.000001415267,0.0005672722],"genre_scores_gemma":[0.9996665,0.00008785501,0.000006433114,0.00001552155,0.000004714338,8.718786e-7,0.0000855015,6.752832e-7,0.0001320956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05692865,"threshold_uncertainty_score":0.1131945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785713310219709,"score_gpt":0.3830418429823899,"score_spread":0.3551847098801928,"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."}}