{"id":"W3087869491","doi":"10.1558/cam.34100","title":"Change in Family Therapy","year":2020,"lang":"en","type":"article","venue":"Communication & Medicine","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Strong; Harvard University; University of Pennsylvania; University of Cambridge; American Psychiatric Publishing","keywords":"Family therapy; Medicine; Psychology; Psychotherapist","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":[0.003627465,0.0002838073,0.0002544879,0.0008859079,0.005115566,0.002662804,0.0009400952,0.001850832,0.007601825],"category_scores_gemma":[0.008636605,0.000151271,0.0003905834,0.000544625,0.008134332,0.003205951,0.003584982,0.002029801,0.0006399973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006417589,"about_ca_system_score_gemma":0.004222826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00341784,"about_ca_topic_score_gemma":0.003756291,"domain_scores_codex":[0.9963762,0.002347698,0.0000848015,0.0004029178,0.0004407337,0.0003475469],"domain_scores_gemma":[0.9981584,0.0008545796,0.000187478,0.000199964,0.0001894374,0.0004101476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009306599,0.0005131739,0.005478317,0.000333738,0.00002782708,0.001537682,0.1634775,0.000867412,0.0009828175,0.4303761,0.03216724,0.3641452],"study_design_scores_gemma":[0.00007850627,0.0002322199,0.006422631,0.0005833443,0.00001900109,0.003209551,0.07201438,0.001187833,0.000917221,0.2358345,0.67946,0.0000408099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2062594,0.02159922,0.04936769,0.08768349,0.002868468,0.0003974917,0.000131137,0.0004164871,0.6312765],"genre_scores_gemma":[0.9521329,0.003198633,0.009200732,0.004010363,0.0001994113,0.0001902683,0.00003936052,0.00004474121,0.03098359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007601825,"threshold_uncertainty_score":0.04656309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556832191897088,"score_gpt":0.3849358702904829,"score_spread":0.2292526511007742,"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."}}