{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001759709,0.0001822356,0.0002581934,0.0002094003,0.0004364451,0.00002966844,0.000411545,0.0001233544,0.001321184],"category_scores_gemma":[0.0001391538,0.0001275791,0.0002792678,0.0001853934,0.0001446652,0.00005018562,0.000006053093,0.0002014638,0.00005352805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336138,"about_ca_system_score_gemma":0.00158263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04297986,"about_ca_topic_score_gemma":0.6749731,"domain_scores_codex":[0.9982628,0.0004838828,0.0004236484,0.0002096933,0.0001153593,0.0005046558],"domain_scores_gemma":[0.9985289,0.0002131859,0.0002350045,0.0003308691,0.0001261523,0.0005658664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003819132,0.0002763827,0.8684869,0.00001158637,0.0003858393,0.0000429985,0.07057358,0.000004824549,0.00001380941,0.01708979,0.03172314,0.007572034],"study_design_scores_gemma":[0.002533832,0.002817163,0.855125,0.00004797563,0.0001761642,0.0004183793,0.01249858,0.000005372642,0.000002591377,0.01495195,0.1111489,0.0002740869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521701,0.002068381,0.0008281249,0.03119741,0.005587231,0.0004175605,0.0001756404,0.00001033648,0.007545163],"genre_scores_gemma":[0.9923698,0.000004787799,0.002128813,0.002678657,0.0007186181,0.00004211604,0.00000257345,0.0000332938,0.002021281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6319932,"threshold_uncertainty_score":0.9995918,"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."}}