{"id":"W2081906187","doi":"10.1016/j.cpr.2012.07.002","title":"Therapist effects in the therapeutic alliance–outcome relationship: A restricted-maximum likelihood meta-analysis","year":2012,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":388,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kwantlen Polytechnic University; Simon Fraser University","funders":"","keywords":"Alliance; Moderation; Psychology; Outcome (game theory); Meta-analysis; Correlation; Clinical psychology; PsycINFO; Covariate; Psychotherapist; MEDLINE; Social psychology; Medicine; Statistics; Internal 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":["metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.009049008,0.001242513,0.01005421,0.0004336198,0.0001918378,0.00005294401,0.003227978,0.001877461,0.003890746],"category_scores_gemma":[0.0002330332,0.0007043244,0.01158676,0.005714166,0.0005095105,0.00008686507,0.0000736326,0.00396924,0.003164254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000626254,"about_ca_system_score_gemma":0.000086286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001358546,"about_ca_topic_score_gemma":0.00002166297,"domain_scores_codex":[0.978829,0.01212772,0.005517692,0.001972848,0.0004223725,0.001130325],"domain_scores_gemma":[0.981916,0.009238604,0.002572606,0.005908307,0.00009418392,0.0002702802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001293277,0.001691624,0.0009778292,0.005739327,0.06094296,0.00002285884,0.00004630924,7.912448e-9,7.728093e-9,0.007042221,0.02228783,0.9012361],"study_design_scores_gemma":[0.0002736723,0.0001306886,0.003633935,0.001020811,0.2568227,0.00004650949,0.000001840068,6.933217e-8,5.456691e-10,0.004747723,0.7328279,0.0004941395],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.171432e-7,0.9742959,0.0028165,0.004574905,0.0008870574,0.007157493,0.00008833687,0.0002020579,0.009977531],"genre_scores_gemma":[0.0000151863,0.9510551,0.0008012301,0.03411657,0.000417186,0.01242825,0.0002933025,0.0001522431,0.0007209083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9007419,"threshold_uncertainty_score":0.9995408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6448543435844246,"score_gpt":0.617752051987049,"score_spread":0.02710229159737565,"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."}}