{"id":"W2971843677","doi":"10.1016/j.jad.2019.09.002","title":"Are early increases in physical activity a behavioral marker for successful antidepressant treatment?","year":2019,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Physical Activity and Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Brain and Cognition Discovery Foundation; University Health Network; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Antidepressant; Physical activity; Psychology; Behavioral activation; Clinical psychology; Medicine; Psychiatry; Physical therapy; Anxiety; Cognition","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":[0.000741465,0.0004249004,0.000768096,0.0007696391,0.0002891664,0.001009515,0.0004080347,0.001596477,0.002651979],"category_scores_gemma":[0.004232548,0.000272567,0.0005095864,0.0006870129,0.0002715807,0.0005247839,0.0002543137,0.001325903,0.0005205882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520307,"about_ca_system_score_gemma":0.0003259376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880239,"about_ca_topic_score_gemma":0.005080572,"domain_scores_codex":[0.9995459,0.0001346449,0.00007048488,0.00006227937,0.0001020014,0.00008465012],"domain_scores_gemma":[0.9964545,0.001094685,0.001658926,0.000149264,0.0002779377,0.0003646314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007411558,0.000315789,0.9847548,0.00008608371,0.000151023,0.0001759017,0.00005116212,0.00006696742,0.001503054,0.00007493662,0.0003697237,0.01170945],"study_design_scores_gemma":[0.000006840845,0.0001510802,0.9991849,0.00001694169,0.00002980448,0.0001146265,0.00004023484,0.0001015262,0.0001487143,0.00003438237,0.0001674625,0.000003460229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852396,0.004861287,0.0006716055,0.001631951,0.0002278936,0.00008077683,0.001020051,0.00004239317,0.006224438],"genre_scores_gemma":[0.9964994,0.001112039,0.0005188908,0.0003754889,0.0001771149,0.00004080073,0.000515966,0.000004630129,0.0007554753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002651979,"threshold_uncertainty_score":0.008871794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580453629902265,"score_gpt":0.353214516666887,"score_spread":0.3274099803678644,"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."}}