{"id":"W2036183145","doi":"10.1177/000841740106800406","title":"Clinical Outcome and Client Satisfaction of an Anger Management Group Program","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"University of Bath","keywords":"Anger management; Anger; Clinical psychology; Mental health; Psychology; Coping (psychology); Treatment and control groups; Group psychotherapy; Cognition; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006112903,0.0001502648,0.0002595354,0.0006061076,0.0001017422,0.00003915664,0.0001505088,0.0001099925,0.000947918],"category_scores_gemma":[0.00005342252,0.0001269285,0.0001154952,0.0003997906,0.000156116,0.0002335249,0.000006340767,0.0001802177,0.00001194242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007766671,"about_ca_system_score_gemma":0.0001132145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00076413,"about_ca_topic_score_gemma":0.001776395,"domain_scores_codex":[0.9984,0.0001799689,0.0006915073,0.0002330601,0.0002619642,0.0002334412],"domain_scores_gemma":[0.9983829,0.0001175318,0.0005042412,0.0001708838,0.0003670296,0.0004574332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003331136,0.0001976081,0.5397953,0.00000332303,0.0001515359,0.00003361025,0.0001179902,0.000001202259,0.000001601824,0.000384538,0.0005118795,0.4584683],"study_design_scores_gemma":[0.001943989,0.001011526,0.9075631,0.0000210435,0.00003351644,0.0000989482,0.0002999588,0.00000387449,0.000002645449,0.0006974038,0.08821577,0.0001081571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992457,0.002940066,0.0008506329,0.0001271433,0.001367427,0.0003383575,0.00003379886,0.00001034811,0.001875281],"genre_scores_gemma":[0.9898986,0.005478001,0.003626095,0.0003791864,0.0003778805,0.00002363455,0.00001953512,0.00002054312,0.0001764829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4583601,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2456529884683273,"score_gpt":0.5017933570811812,"score_spread":0.2561403686128539,"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."}}