{"id":"W203341176","doi":"10.1177/070674371105600206","title":"Predicting Response to Day Treatment for Personality Disorder","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Centre for Advancing Health Outcomes; Providence Health Care Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Personality; Psychology; Clinical psychology; Coping (psychology); Multivariate analysis; Personality disorders; Affect (linguistics); Psychiatry; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001106116,0.0002441446,0.0003374345,0.0004219902,0.0004857842,0.0004813608,0.0002549549,0.0004834021,0.00247985],"category_scores_gemma":[0.006678216,0.0001586742,0.0003982401,0.0003277511,0.0002430877,0.0002388799,0.0003886353,0.0009003617,0.0002880572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000349009,"about_ca_system_score_gemma":0.0005421198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004045243,"about_ca_topic_score_gemma":0.004801654,"domain_scores_codex":[0.9992555,0.0003742816,0.00007781541,0.00006636661,0.0001255133,0.0001005591],"domain_scores_gemma":[0.9959489,0.00113777,0.001522509,0.0001019123,0.0003513781,0.0009373752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001610309,0.0002093491,0.9930311,0.00001781587,0.00003218901,0.00002530612,0.0000732957,0.0001105432,0.00009809528,0.000008304157,0.0002516508,0.005981229],"study_design_scores_gemma":[0.00001767536,0.0003711687,0.9980997,0.00002259728,0.00001953039,0.0002123342,0.0001682792,0.0008666253,0.00006856541,0.00003012386,0.0001184875,0.00000494805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988205,0.0002321098,0.0001176914,0.0001764039,0.00001125772,0.00003013369,0.0001233322,0.00000899971,0.0004795307],"genre_scores_gemma":[0.9994456,0.00007129185,0.0001992751,0.00003919719,0.000008924174,0.000008990034,0.0001463478,0.000001275839,0.00007902434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004045243,"threshold_uncertainty_score":0.008295953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04769763297454377,"score_gpt":0.3134384688342442,"score_spread":0.2657408358597004,"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."}}