{"id":"W3022631594","doi":"10.2196/14309","title":"Effectiveness of Group Cognitive Behavioral Therapy and Exercise in the Management of Major Depressive Disorder: Protocol for a Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"University of Alberta; Pfizer","keywords":"Randomized controlled trial; Physical therapy; Major depressive disorder; Cognitive behavioral therapy; Medicine; Mental health; Cognitive therapy; Group psychotherapy; Clinical psychology; Cognition; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.04356584,0.00589894,0.01128711,0.003367917,0.004651934,0.004683531,0.004155492,0.006502741,0.06930181],"category_scores_gemma":[0.03770148,0.00339541,0.00678041,0.004060533,0.00429068,0.003781924,0.002899698,0.01016276,0.0110663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006439453,"about_ca_system_score_gemma":0.01956199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003119517,"about_ca_topic_score_gemma":0.005488454,"domain_scores_codex":[0.971836,0.01719573,0.003411673,0.002019788,0.003023059,0.002513737],"domain_scores_gemma":[0.9816235,0.005309124,0.003752152,0.002344405,0.004443382,0.002527339],"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":[0.8663805,0.02914665,0.0009348139,0.02506229,0.002512279,0.0003404595,0.0005967589,0.00268753,0.00177143,0.003994546,0.0171822,0.04939045],"study_design_scores_gemma":[0.9459799,0.02785329,0.001617772,0.002975376,0.0007310334,0.00005137129,0.0001597073,0.001438136,0.0005061079,0.001533087,0.01705112,0.0001030939],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008083622,0.00009697575,0.0004972854,0.00007952125,0.0001327412,0.9977959,0.0003015034,0.00003641123,0.0002512576],"genre_scores_gemma":[0.0008146926,0.00006545649,0.0009887214,0.00005912424,0.00002391265,0.9978393,0.00006286035,0.000002069433,0.0001439302],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06930181,"threshold_uncertainty_score":0.2318377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2268322515304446,"score_gpt":0.5821325625983425,"score_spread":0.3553003110678978,"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."}}