{"id":"W2108451689","doi":"10.1177/070674370404900206","title":"Social, Demographic, and Clinical Factors Related to Disruptive Behaviour in Hospital","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Odds ratio; Logistic regression; Borderline personality disorder; Psychiatry; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004522921,0.0002432929,0.0002022206,0.0006645138,0.0004033814,0.0004694383,0.0002211957,0.0002446388,0.001370941],"category_scores_gemma":[0.003979485,0.0001408307,0.000276931,0.0005372249,0.0003578531,0.0002592116,0.0004229193,0.0004758464,0.0001173174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653512,"about_ca_system_score_gemma":0.000427789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573417,"about_ca_topic_score_gemma":0.005052332,"domain_scores_codex":[0.9994406,0.0002030383,0.00007770048,0.00006091909,0.000111222,0.0001064406],"domain_scores_gemma":[0.9971589,0.0004825618,0.001498054,0.00007639263,0.0002106615,0.0005734789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000391775,0.00002371633,0.9992076,0.000003118733,0.00001499351,0.00007711069,0.00003840978,0.00001757695,0.00006111604,0.000004727334,0.00002631505,0.0004861956],"study_design_scores_gemma":[0.000001453566,0.00005795769,0.9994167,0.000003456499,0.000004493779,0.0002491214,0.0001446665,0.00007046529,0.0000168547,0.000008332606,0.00002493369,0.000001630688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995793,0.00009707119,0.00003750242,0.0000339494,0.000003834911,0.000004478303,0.00004767804,0.000002010382,0.0001942245],"genre_scores_gemma":[0.9998547,0.00002697408,0.00002587685,0.000006596013,0.000004176554,0.000001777821,0.00005462733,4.455386e-7,0.00002487691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004573417,"threshold_uncertainty_score":0.009093583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964028432669051,"score_gpt":0.3397576029734488,"score_spread":0.3201173186467583,"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."}}