{"id":"W2024360183","doi":"10.1207/s15324796abm2402_05","title":"Counterbalancing patient demands with evidence: Results from a pan-canadian randomized clinical trial of brief supportive-expressive group psychotherapy for women with systemic lupus erythematosus","year":2002,"lang":"en","type":"article","venue":"Annals of Behavioral Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; Hôpital Notre-Dame; Hôpital Maisonneuve-Rosemont; University of British Columbia; Centre hospitalier de l'Université Laval; University of Calgary; Vancouver General Hospital; Arthritis Research Centre of Canada; McGill University; University of Toronto; Montreal General Hospital","funders":"","keywords":"Randomized controlled trial; Psychosocial; Medicine; Distress; Coping (psychology); Quality of life (healthcare); Referral; Clinical psychology; Physical therapy; Group psychotherapy; Psychiatry; Internal medicine; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004595893,0.0004861765,0.003523338,0.000472089,0.00008007332,0.00001673037,0.000345841,0.0003067286,0.0002314688],"category_scores_gemma":[0.001085332,0.0002881049,0.0003092527,0.0004566496,0.001037415,0.0001849854,0.00002145374,0.0003827191,0.000004450656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477751,"about_ca_system_score_gemma":0.0004198574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028054,"about_ca_topic_score_gemma":0.001928374,"domain_scores_codex":[0.9929181,0.0006590281,0.003099554,0.0008332645,0.001610277,0.0008797452],"domain_scores_gemma":[0.9917173,0.003025896,0.001903052,0.001088936,0.001433996,0.0008308039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9315155,0.001045281,0.03236348,0.0008040607,0.0007751257,0.0002561281,0.01987761,0.000001294963,0.001358819,0.00001838685,0.006299556,0.005684756],"study_design_scores_gemma":[0.9109014,0.04644427,0.0004749173,0.02723766,0.000710102,0.002454675,0.009845126,0.0002132585,0.0007868593,0.00007649981,0.000447022,0.0004082529],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864641,0.003192807,0.0003225962,0.001559412,0.0004894523,0.007451104,0.000262122,0.00004177755,0.0002165689],"genre_scores_gemma":[0.9947421,0.002317781,0.0004935701,0.000313056,0.0004477602,0.001094045,0.00008478027,0.00009030387,0.0004166058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04539898,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323309785276428,"score_gpt":0.4065783568106703,"score_spread":0.2742473782830275,"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."}}