{"id":"W4287655365","doi":"10.1139/apnm-2022-0232","title":"The association of objectively and subjectively measured physical activity and sedentary time with prediabetes and type 2 diabetes in adults: a cross-sectional study in Framingham Heart Study cohorts","year":2022,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Prediabetes; Logistic regression; sed; Medicine; Type 2 diabetes; Cross-sectional study; Demography; Odds; Physical therapy; Psychology; Diabetes mellitus; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003105082,0.0005440094,0.0006271355,0.001016555,0.0005166703,0.001016764,0.0005455059,0.001012451,0.000807566],"category_scores_gemma":[0.004006486,0.0007217388,0.001059018,0.0009950029,0.0002815897,0.0004765782,0.000703905,0.001090397,0.0002029868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817568,"about_ca_system_score_gemma":0.0002461192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008416877,"about_ca_topic_score_gemma":0.008443235,"domain_scores_codex":[0.9984838,0.0005413454,0.0001582425,0.0003964649,0.0002454791,0.0001747584],"domain_scores_gemma":[0.9971595,0.0006734661,0.000918511,0.0004662246,0.0002977902,0.0004845498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001384007,0.0000332752,0.9990109,0.000004837361,0.0002237576,0.00002774713,0.0000493713,0.00001548102,0.0001398369,0.000007267462,0.0000226263,0.0003264328],"study_design_scores_gemma":[0.000005219597,0.00004849346,0.9996905,0.000001819022,0.00006177001,0.00004553362,0.00003199831,0.00006623733,0.00001335161,0.000005575218,0.00002756029,0.000001865798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986672,0.0005997093,0.0001977976,0.00003730305,0.00002091592,0.000007875557,0.0002307632,0.000004680263,0.0002337229],"genre_scores_gemma":[0.9990523,0.0001859239,0.0001528641,0.00004537486,0.00003099917,0.00001338578,0.0003435393,0.000002971877,0.0001726747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008416877,"threshold_uncertainty_score":0.01673579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154719053100333,"score_gpt":0.2717893737464189,"score_spread":0.2602421832154155,"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."}}