{"id":"W3047065905","doi":"10.1037/ccp0000594","title":"The reciprocal relationship between alliance and early treatment symptoms: A two-stage individual participant data meta-analysis.","year":2020,"lang":"en","type":"review","venue":"Journal of Consulting and Clinical Psychology","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Universität Zürich; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Psychology; Reciprocal; Alliance; Meta-analysis; Stage (stratigraphy); Psychotherapist; Clinical psychology; Developmental 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004738301,0.0004468322,0.004104257,0.0001386418,0.0002732845,0.0001269164,0.001085533,0.0005621011,0.00006217097],"category_scores_gemma":[0.0007032125,0.0002506933,0.00150118,0.0005702711,0.0006465779,0.00007244825,0.0001268092,0.001530194,0.00001991246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001348209,"about_ca_system_score_gemma":0.000134831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001775675,"about_ca_topic_score_gemma":0.00001695069,"domain_scores_codex":[0.9928765,0.002179132,0.003432385,0.0008876158,0.0002306184,0.0003937804],"domain_scores_gemma":[0.9828047,0.01216341,0.00323761,0.001328364,0.0001031153,0.0003627791],"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":[0.0001012152,0.0002294801,0.01002445,0.00005640629,0.1835803,0.00003422613,0.0002197713,5.603716e-8,1.934155e-8,0.00161485,0.001806156,0.8023331],"study_design_scores_gemma":[0.0008112673,0.0006248268,0.008073888,0.00007391465,0.2468823,0.00007136041,0.00003115808,0.000001219536,4.766005e-9,0.0003979549,0.7428541,0.000178031],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004590829,0.994424,0.0007289867,0.002845269,0.0002386079,0.0006010306,0.0003814061,0.0000322054,0.0002893468],"genre_scores_gemma":[0.003431867,0.993632,0.001337516,0.0003941735,0.0005888339,0.0001055446,0.00004423,0.00004474202,0.0004211344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8021551,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7995182575128423,"score_gpt":0.6305026537210597,"score_spread":0.1690156037917826,"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."}}