{"id":"W4223948764","doi":"10.1016/j.jad.2022.04.037","title":"Relationship between physical activity and mental health in a national representative cross-section study: Its variations according to obesity and comorbidity","year":2022,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Physical Activity and Health","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; Comorbidity; Behavioral Risk Factor Surveillance System; Medicine; Obesity; Cross-sectional study; Physical activity; Physical therapy; Gerontology; Psychiatry; Environmental health; Internal medicine; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001408608,0.0001812665,0.0003549446,0.000851276,0.0004654865,0.0005762893,0.0004198732,0.000443874,0.0007968177],"category_scores_gemma":[0.003004527,0.0003435397,0.0006064247,0.001182365,0.0003097541,0.0003652617,0.0006167752,0.0005508657,0.0001442588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224341,"about_ca_system_score_gemma":0.000328126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01342873,"about_ca_topic_score_gemma":0.01907446,"domain_scores_codex":[0.9987704,0.0004743507,0.0001742024,0.0002212009,0.0002296504,0.0001302073],"domain_scores_gemma":[0.9979696,0.0003470582,0.0009394669,0.000198148,0.0002168523,0.0003287925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001294659,0.00001185085,0.9996977,0.000003463054,0.00003943974,0.000007597747,0.00002369791,0.000005924641,0.00002515945,0.000003354939,0.00001912038,0.0001497567],"study_design_scores_gemma":[0.000001056567,0.00001460107,0.9997842,0.000002331274,0.00001185819,0.00003383211,0.00007017561,0.00005079828,0.00000499423,0.000003005613,0.00002231234,8.82164e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990246,0.0002450458,0.00007574851,0.00005011171,0.000005945191,0.00001149207,0.0003691005,0.00000187795,0.0002160636],"genre_scores_gemma":[0.9994843,0.00007325217,0.00006139981,0.00002862939,0.000005340502,0.00001068423,0.0002996836,9.054964e-7,0.00003568641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342873,"threshold_uncertainty_score":0.02670115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07496177504235126,"score_gpt":0.4331632129324822,"score_spread":0.3582014378901309,"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."}}