{"id":"W2791688619","doi":"10.3389/fpsyt.2018.00037","title":"Exercise Leads to Better Clinical Outcomes in Those Receiving Medication Plus Cognitive Behavioral Therapy for Major Depressive Disorder","year":2018,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Ontario Council on Graduate Studies, Council of Ontario Universities","keywords":"Major depressive disorder; Cognitive behavioral therapy; Cognition; Clinical psychology; Behavioral therapy; Medicine; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002400926,0.0001706346,0.0003494098,0.0001566398,0.00021281,0.0002746235,0.0001056806,0.0002497685,0.001974024],"category_scores_gemma":[0.0008024873,0.00008082068,0.0002903817,0.0001379403,0.0001009178,0.0001471109,0.000166806,0.0003455358,0.0002319136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077395,"about_ca_system_score_gemma":0.0000972891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007181937,"about_ca_topic_score_gemma":0.002065763,"domain_scores_codex":[0.9998864,0.00003755937,0.00001276884,0.00001965799,0.00001853863,0.00002503172],"domain_scores_gemma":[0.9997482,0.00004289124,0.00008544841,0.000008597535,0.00001999061,0.00009484056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02791027,0.01280099,0.7637427,0.0004805465,0.0009021489,0.0004741148,0.0003124093,0.0004441405,0.01853847,0.00006992673,0.00150817,0.1728161],"study_design_scores_gemma":[0.0006184424,0.009262132,0.9886851,0.00003598046,0.0001757241,0.0001230746,0.0000833291,0.0001911978,0.0002956886,0.00003716968,0.0004877243,0.000004451911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984708,0.0006062037,0.00004828602,0.0001634458,0.00003106053,0.00002515785,0.00006701727,0.000005082072,0.0005828659],"genre_scores_gemma":[0.9986602,0.0003555916,0.0001356743,0.0001634197,0.00004550639,0.00002234679,0.0001421232,0.000001012178,0.0004741446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001974024,"threshold_uncertainty_score":0.006603718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587196094678203,"score_gpt":0.3832887248341795,"score_spread":0.3574167638873975,"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."}}