{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.04964879,0.003050623,0.01118864,0.009380193,0.0005015291,0.002883855,0.003473193,0.001882815,0.003624698],"category_scores_gemma":[0.1109136,0.00162625,0.03989514,0.01065615,0.0007087323,0.00188883,0.001601191,0.001869689,0.000420243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573987,"about_ca_system_score_gemma":0.0023428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003899223,"about_ca_topic_score_gemma":0.004404582,"domain_scores_codex":[0.9601107,0.02608027,0.007914867,0.002957358,0.002621289,0.0003155367],"domain_scores_gemma":[0.9095334,0.07642055,0.008424103,0.00296845,0.002371103,0.0002823339],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002038342,0.00005651964,0.01868291,0.097434,0.8593466,0.0001832735,0.0001483844,0.002677946,0.0001896195,0.0002998477,0.0006222159,0.01832031],"study_design_scores_gemma":[0.0006605724,0.0004118614,0.01153168,0.009183818,0.9732046,0.0002645731,0.00008111197,0.002244652,0.0002507244,0.0007357129,0.001392524,0.0000381904],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03914615,0.9376254,0.01729032,0.001053389,0.0003142501,0.00127146,0.002187843,0.0002650866,0.0008461304],"genre_scores_gemma":[0.6643671,0.2999238,0.02783609,0.0005927,0.0002979491,0.004378665,0.001874174,0.0001401741,0.0005893261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9888114,"threshold_uncertainty_score":0.262571,"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."}}