{"id":"W2074444716","doi":"10.1037/a0017059","title":"Testing a model of change in the experiential treatment of depression.","year":2009,"lang":"en","type":"article","venue":"Journal of Consulting and Clinical Psychology","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John's Rehab Hospital; York University","funders":"National Institute of Mental Health; Social Sciences and Humanities Research Council of Canada","keywords":"Experiential learning; Psychology; Alliance; Psychotherapist; Interpersonal communication; Clinical psychology; Depression (economics); Interpersonal psychotherapy; Interpersonal relationship; Social psychology; Randomized controlled trial; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007705638,0.0000853151,0.0003603893,0.00008564791,0.00002630265,0.000003477713,0.0001785648,0.0001386824,0.00002298534],"category_scores_gemma":[0.0001002577,0.0000529197,0.0001188599,0.0001502163,0.000153311,0.00002638681,0.00000442704,0.0001798312,4.527205e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004436394,"about_ca_system_score_gemma":0.00001557656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001995049,"about_ca_topic_score_gemma":0.000002319381,"domain_scores_codex":[0.9984183,0.0002028643,0.001018366,0.0001478676,0.00008383156,0.0001287953],"domain_scores_gemma":[0.9982014,0.000654404,0.0007605056,0.0002422071,0.00009833071,0.00004309378],"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":[0.001169298,0.004731265,0.1347958,0.000005198243,0.00008741451,0.00001608427,0.008855776,0.00000497664,0.007730444,0.001933745,0.0008141472,0.8398558],"study_design_scores_gemma":[0.01119272,0.008134485,0.9641972,0.0002150757,0.0001116756,0.0003880325,0.001243053,0.001098077,0.0002549903,0.01007903,0.002878242,0.0002074399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923398,0.001223079,0.001441514,0.001299337,0.0001529843,0.0001791186,0.000004332854,0.00000611116,0.003353716],"genre_scores_gemma":[0.9934883,0.0003980538,0.00511709,0.0008178981,0.0001468275,0.00001296417,3.279202e-7,0.000004996895,0.00001355526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8396484,"threshold_uncertainty_score":0.2158003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3884768567708101,"score_gpt":0.5527043503678306,"score_spread":0.1642274935970205,"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."}}