{"id":"W4410133328","doi":"10.1002/cpp.70080","title":"Dropout in Psychotherapy for Personality Disorders: A Systematic Review of Predictors","year":2025,"lang":"en","type":"review","venue":"Clinical Psychology & Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; PsycINFO; Clinical psychology; Borderline personality disorder; Personality disorders; Mental health; Psychotherapist; Dropout (neural networks); Personality; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.01167403,0.001191136,0.00746159,0.01057409,0.0007713194,0.002622777,0.00167399,0.001341023,0.003287139],"category_scores_gemma":[0.04529739,0.001049444,0.00855844,0.01285755,0.0009009006,0.002079304,0.001812761,0.001176301,0.0002220773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003449273,"about_ca_system_score_gemma":0.01324619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001052,"about_ca_topic_score_gemma":0.0269145,"domain_scores_codex":[0.9897611,0.003070356,0.004252851,0.0007103106,0.001914838,0.000290542],"domain_scores_gemma":[0.9517896,0.03553236,0.009125057,0.0005774538,0.002538474,0.0004370009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002137818,0.00002537327,0.003361876,0.9481321,0.01086292,0.0001293619,0.0003343563,0.000062815,0.00007358842,0.0001256473,0.001277618,0.03540046],"study_design_scores_gemma":[0.0001699094,0.0001983243,0.01367474,0.9058891,0.06932625,0.0004689605,0.0004531888,0.00007730114,0.0001114306,0.0002234808,0.009373412,0.00003386622],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002025614,0.996613,0.0001257784,0.00022009,0.00005080243,0.0002666794,0.0005208344,0.00000724663,0.0001698976],"genre_scores_gemma":[0.02612654,0.9712927,0.0006505051,0.0004181955,0.00006616833,0.0008566613,0.0004856166,0.000007664406,0.00009589297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01167403,"threshold_uncertainty_score":0.06173891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373443144321893,"score_gpt":0.5426937682856484,"score_spread":0.4053494538534591,"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."}}