{"id":"W3216933796","doi":"10.1002/cpp.2693","title":"Dropout in brief psychotherapy for major depressive disorder: Randomized clinical trial","year":2021,"lang":"en","type":"article","venue":"Clinical Psychology & Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Psychology; Clinical psychology; Major depressive disorder; Beck Depression Inventory; Randomized controlled trial; Psychotherapist; Anxiety; Personality disorders; Personality; Mental health; Depression (economics); Psychological resilience; Psychiatry; Beck Anxiety Inventory; Cognition; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002846773,0.001231779,0.004199563,0.0006883355,0.0006426506,0.001048482,0.0009694268,0.003260084,0.009345395],"category_scores_gemma":[0.003463835,0.000697676,0.002156794,0.00071143,0.001162838,0.001225773,0.0007675129,0.002651216,0.0007999677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008957995,"about_ca_system_score_gemma":0.001619388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063203,"about_ca_topic_score_gemma":0.002595976,"domain_scores_codex":[0.9981672,0.001086339,0.0002040409,0.000205629,0.0001199716,0.000216876],"domain_scores_gemma":[0.998158,0.0006115648,0.0004583376,0.0001102025,0.00009440361,0.0005675442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9789305,0.005274138,0.0007494289,0.001189027,0.001013011,0.00004201194,0.00003557627,0.0001103966,0.0004364176,0.00008838047,0.0004246458,0.01170638],"study_design_scores_gemma":[0.9716576,0.02610251,0.001226801,0.0000835185,0.000349117,0.0000132469,0.0000166568,0.0001273921,0.00005239774,0.00009960761,0.0002654278,0.000005741262],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480064,0.02006822,0.001439714,0.002652472,0.002129384,0.02197379,0.001060149,0.0002321089,0.002437827],"genre_scores_gemma":[0.953382,0.008060647,0.002622133,0.002914025,0.002082051,0.02639227,0.0007908299,0.00002085397,0.003735199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009345395,"threshold_uncertainty_score":0.03126341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169589334408008,"score_gpt":0.5108879245983621,"score_spread":0.3939289911575612,"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."}}