{"id":"W2910196447","doi":"10.1080/15374416.2018.1547973","title":"Efficient Monitoring of Treatment Response during Youth Psychotherapy: The Behavior and Feelings Survey","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Child & Adolescent Psychology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institute of Mental Health; National Heart, Lung, and Blood Institute","keywords":"Psychology; Discriminant validity; Clinical psychology; Feeling; Psychometrics; Test (biology); Psychotherapist; Internal consistency; Social psychology","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":[0.01028249,0.0004420088,0.0006380465,0.002021414,0.0006152897,0.000663458,0.0006229461,0.0004657266,0.001226362],"category_scores_gemma":[0.01545585,0.0004319474,0.0008950708,0.001493761,0.0003128033,0.0007575196,0.001436783,0.00105831,0.0006430029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008681919,"about_ca_system_score_gemma":0.001375309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003883631,"about_ca_topic_score_gemma":0.006938422,"domain_scores_codex":[0.9923053,0.00412528,0.00162934,0.0003180808,0.001225883,0.0003961041],"domain_scores_gemma":[0.9894087,0.002807019,0.00342602,0.0008018976,0.002670243,0.000886162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003669393,0.001019089,0.8918677,0.000185395,0.0001428508,0.00008029307,0.002821798,0.0003670856,0.001394542,0.000208942,0.006265008,0.09528019],"study_design_scores_gemma":[0.00005865357,0.0006186449,0.9918491,0.00003903572,0.0000274946,0.00009810061,0.001058696,0.0007412714,0.0009229138,0.0001252908,0.004437286,0.00002348759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831361,0.0002152164,0.004787683,0.0003357744,0.00004661603,0.003106838,0.0050114,0.0001881289,0.003172145],"genre_scores_gemma":[0.9437007,0.0006294181,0.0277144,0.000517362,0.00007542853,0.01115892,0.01348136,0.00009379142,0.002628689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028249,"threshold_uncertainty_score":0.05437964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07700997415053898,"score_gpt":0.4024879029636846,"score_spread":0.3254779288131456,"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."}}