{"id":"W2063141870","doi":"10.1037/a0022011","title":"Therapist differences in cognitive–behavioral psychotherapy for generalized anxiety disorder: A pilot study.","year":2011,"lang":"en","type":"article","venue":"Psychotherapy","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; York University","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Psychology; Competence (human resources); Anxiety; Psychotherapist; Alliance; Clinical psychology; Cognitive behavioral therapy; Cognition; Context (archaeology); Psychiatry; Social psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007266192,0.0009930875,0.001008294,0.0009554464,0.0003367508,0.0001245304,0.000913832,0.000266317,0.007685664],"category_scores_gemma":[0.00001838367,0.0008496917,0.0003107315,0.00167614,0.0003463992,0.000323248,0.00001294115,0.0004600409,0.0001520982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006075651,"about_ca_system_score_gemma":0.00007315806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519026,"about_ca_topic_score_gemma":0.001880155,"domain_scores_codex":[0.9945975,0.0006466364,0.001010819,0.001993359,0.0005311163,0.001220578],"domain_scores_gemma":[0.9975516,0.0003467093,0.0005017138,0.0009566239,0.0003679652,0.0002753791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0127388,0.0321058,0.6499174,0.00001861148,0.000600891,0.000008422701,0.02312473,6.325922e-8,0.0003057209,0.0007002748,0.001498186,0.2789811],"study_design_scores_gemma":[0.05201841,0.0214221,0.855215,0.0001290408,0.0002191839,0.00002008823,0.007929156,0.0000116865,0.0002344726,0.03239719,0.02850017,0.001903463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476216,0.01394365,0.02310602,0.000202988,0.0032047,0.005416249,0.0002254777,0.0003802057,0.005899084],"genre_scores_gemma":[0.93524,0.05216681,0.00210477,0.001092864,0.0004843375,0.006220249,0.00005346681,0.0002703679,0.002367091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2770776,"threshold_uncertainty_score":0.9993954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1885983975808627,"score_gpt":0.410623378834477,"score_spread":0.2220249812536143,"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."}}