{"id":"W2171148772","doi":"10.1192/pb.bp.111.037358","title":"Prevalence of perceived coercion among psychiatric patients: literature review and meta-regression modelling","year":2012,"lang":"en","type":"article","venue":"The Psychiatrist","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coercion (linguistics); Confounding; Sexual coercion; Psychiatry; Quarter (Canadian coin); Clinical psychology; Psychology; Medicine; Meta-analysis; Human factors and ergonomics; Poison control; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094876,0.0002851148,0.0005356728,0.0001228657,0.0002425633,0.00002031946,0.000345744,0.0001964628,0.0003402566],"category_scores_gemma":[0.00006360494,0.0001449448,0.0002446336,0.0004449127,0.0001413042,0.0001467533,0.00005308727,0.000490012,0.00004397873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001603075,"about_ca_system_score_gemma":0.0000197717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006683415,"about_ca_topic_score_gemma":0.000002821681,"domain_scores_codex":[0.9976408,0.0006144805,0.0006272246,0.0003572714,0.0003347142,0.0004255449],"domain_scores_gemma":[0.9982668,0.0002038465,0.0004168095,0.0007554807,0.0001672134,0.0001898551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001334371,0.00717414,0.6864687,0.04260954,0.005159062,0.00004302088,0.06794864,0.00021065,0.00003177703,0.006369205,0.1044929,0.07815801],"study_design_scores_gemma":[0.001304274,0.0003818591,0.9783112,0.002812426,0.008794429,0.0001630728,0.0006145763,0.0001411001,0.000001547328,0.001474899,0.005314795,0.000685861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6166215,0.3773499,0.0003847106,0.001806362,0.001412515,0.0008533777,0.00009821376,0.00004490252,0.001428518],"genre_scores_gemma":[0.9661875,0.03131161,0.0008445714,0.0006291036,0.0002411632,0.00004730978,0.00001312458,0.00003090749,0.0006947494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349566,"threshold_uncertainty_score":0.5910679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665195314052929,"score_gpt":0.3502108935587207,"score_spread":0.3135589404181914,"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."}}