{"id":"W4304128011","doi":"10.1002/capr.12583","title":"Therapist responsivity during disagreement in psychotherapy","year":2022,"lang":"en","type":"article","venue":"Counselling and Psychotherapy Research","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; York University","funders":"","keywords":"Observational study; Psychology; Responsivity; Motivational interviewing; Randomized controlled trial; Coding (social sciences); Psychotherapist; Clinical psychology; Psychiatry; Medicine; Statistics; Psychological intervention; Computer science","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":[0.01482025,0.0003248779,0.0006566857,0.001517365,0.001158821,0.001808968,0.0008902433,0.0006381819,0.00134094],"category_scores_gemma":[0.07088206,0.0004613182,0.000562707,0.001280977,0.001609929,0.0009849201,0.004412896,0.00122283,0.0001883002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002426521,"about_ca_system_score_gemma":0.001154987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806812,"about_ca_topic_score_gemma":0.003620545,"domain_scores_codex":[0.9714152,0.01655837,0.002881466,0.001472067,0.006774398,0.0008985135],"domain_scores_gemma":[0.9535838,0.02465251,0.01460009,0.002935845,0.003200292,0.001027378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002008963,0.000770158,0.5745952,0.001460611,0.0003273663,0.0006569874,0.2155867,0.001691723,0.01506929,0.001595489,0.0009380835,0.1852995],"study_design_scores_gemma":[0.00005330439,0.001002656,0.9398916,0.0004332269,0.00008655219,0.0006652963,0.0459202,0.00237267,0.003656459,0.00180565,0.004006706,0.0001057213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930199,0.0003222979,0.004160494,0.0001449476,0.00001985153,0.0002028327,0.00009912721,0.00002506426,0.002005502],"genre_scores_gemma":[0.9972808,0.0001515694,0.001680168,0.00004522413,0.000009916732,0.0002465625,0.0001034939,0.00001282351,0.0004694572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01482025,"threshold_uncertainty_score":0.0783779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09882576951290857,"score_gpt":0.4518891992025842,"score_spread":0.3530634296896756,"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."}}