{"id":"W2602783962","doi":"","title":"Effects of physical activity on depression in adult females","year":2016,"lang":"en","type":"article","venue":"Journal of Exercise, Movement, and Sport (SCAPPS refereed abstracts repository)","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Ottawa","funders":"","keywords":"Depression (economics); Physical activity; Intervention (counseling); Psychology; Depressive symptoms; Clinical psychology; Randomized controlled trial; Analysis of variance; Medicine; Physical therapy; Psychiatry; Internal medicine; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000199397,0.0002286039,0.0009600298,0.0002225296,0.00006040048,0.00001283289,0.0001008102,0.0001350529,0.000003147142],"category_scores_gemma":[0.00007469966,0.0001336284,0.0002009455,0.0001161615,0.00008620423,0.0003244066,0.0000334207,0.000411173,0.00000198067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148004,"about_ca_system_score_gemma":0.0001275823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006427,"about_ca_topic_score_gemma":0.000006466179,"domain_scores_codex":[0.9982544,0.0000285007,0.000576789,0.000258881,0.000604591,0.0002767994],"domain_scores_gemma":[0.9981866,0.0002137923,0.0008712594,0.0002191118,0.0001925119,0.0003166792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005899208,0.007923276,0.09916075,0.001272012,0.00009244235,0.0005530239,0.0002762623,0.00000892509,0.8544393,0.0001778905,0.0001467349,0.03005022],"study_design_scores_gemma":[0.002080421,0.001040641,0.6015947,0.003180653,0.00007925363,0.00001669546,0.00002282797,0.000007181636,0.3917182,0.0001298362,0.00003990868,0.00008973712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975049,0.00009457601,0.00001123067,0.0001986598,0.00013825,0.0003524442,0.000002168631,0.00001049048,0.001687237],"genre_scores_gemma":[0.9985693,0.0006889715,0.00004710957,0.00005139003,0.0003008221,0.000006793402,5.684719e-7,0.00001914769,0.0003158645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.502434,"threshold_uncertainty_score":0.5449207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663820918981155,"score_gpt":0.2805675127131252,"score_spread":0.2639293035233137,"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."}}