{"id":"W2010585198","doi":"10.1097/01.pra.0000281482.11946.fc","title":"Predictors of Treatment Duration and Retention in a Study of Long-Term Dynamic Psychotherapy: Childhood Adversity, Adult Personality, and Diagnosis","year":2007,"lang":"en","type":"review","venue":"Journal of Psychiatric Practice","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Psychology; Anxiety; Clinical psychology; Borderline personality disorder; Neglect; Personality; Distress; Depression (economics); Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001177954,0.0003502903,0.001232632,0.000985309,0.00005738781,0.00002229381,0.0002503906,0.0003233613,0.00005023983],"category_scores_gemma":[0.00003914947,0.0002859877,0.0003187991,0.0007967121,0.00006401457,0.0002670244,0.00001513091,0.0004832884,8.042979e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599023,"about_ca_system_score_gemma":0.000131697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001857854,"about_ca_topic_score_gemma":0.0002304809,"domain_scores_codex":[0.9966044,0.0005969149,0.001881072,0.0003940981,0.0003354322,0.0001881001],"domain_scores_gemma":[0.9940634,0.0005468315,0.00466703,0.0003930657,0.0002282303,0.0001014629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005390726,0.01172694,0.04461078,0.001226618,0.002023191,0.00002179657,0.003965173,2.14237e-7,8.820163e-7,0.0002389908,0.0002868967,0.9353595],"study_design_scores_gemma":[0.02334858,0.03610811,0.667517,0.01052545,0.02049736,0.004648371,0.005700329,0.000005156445,0.0000012724,0.001318865,0.2287573,0.001572232],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08394998,0.9121277,0.0004234558,0.0002914793,0.0004696656,0.00216798,0.00004716176,0.00001279189,0.0005098103],"genre_scores_gemma":[0.01029343,0.9881719,0.001138886,0.00003155085,0.0001565531,0.0001156304,0.000009443263,0.00003983094,0.00004281324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9337872,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393655834451146,"score_gpt":0.4117481283629765,"score_spread":0.3723825449178619,"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."}}