{"id":"W2921369188","doi":"10.1016/j.jad.2019.01.046","title":"The role of outcome expectancy in therapeutic change across psychotherapy versus pharmacotherapy for depression","year":2019,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; The Scarborough Hospital; Western University; Centre for Addiction and Mental Health","funders":"Krell Institute; Health Foundation","keywords":"Pharmacotherapy; Expectancy theory; Depression (economics); Psychotherapist; Psychology; Outcome (game theory); Psychiatry; Clinical psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006731849,0.000296817,0.0004808825,0.000345954,0.0001336307,0.00003279078,0.0004720299,0.000148978,0.0001754082],"category_scores_gemma":[0.00008792453,0.0001977976,0.0003506357,0.0007586546,0.0001201765,0.0002978806,0.00001547099,0.0003282277,0.00001497976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059638,"about_ca_system_score_gemma":0.00003491031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008627346,"about_ca_topic_score_gemma":0.0001976469,"domain_scores_codex":[0.997948,0.0002841412,0.000585605,0.0003477628,0.0003518976,0.0004825981],"domain_scores_gemma":[0.9967743,0.001597022,0.000914306,0.0002995778,0.000339067,0.00007575434],"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":[0.006649287,0.0007702735,0.4511658,0.00001386105,0.000403596,6.264909e-7,0.005541925,0.000003770531,0.001394309,0.000230476,0.00006627452,0.5337598],"study_design_scores_gemma":[0.05802607,0.006355962,0.7645776,0.000218142,0.0001622498,0.00001538646,0.04068518,0.00006204101,0.006693023,0.02918563,0.09325848,0.0007602461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798119,0.1094747,0.002594706,0.0002324952,0.004412572,0.001647035,0.00002943261,0.00001841107,0.001778642],"genre_scores_gemma":[0.9690001,0.03014655,0.00007027707,0.000120916,0.0002479013,0.0002546516,0.000001587382,0.00006676385,0.00009125522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5329995,"threshold_uncertainty_score":0.8065951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220090652540008,"score_gpt":0.4182548419552247,"score_spread":0.3760539354298246,"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."}}