{"id":"W2049694972","doi":"10.1007/s00125-006-0554-3","title":"Adiposity, physical fitness and incident diabetes: the physical activity longitudinal study","year":2007,"lang":"en","type":"article","venue":"Diabetologia","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Canadian Fitness and Lifestyle Research Institute; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Health Canada","keywords":"Human physiology; Physical fitness; Physical activity; Diabetes mellitus; Medicine; Longitudinal study; Gerontology; Internal medicine; Endocrinology; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093448,0.0003390449,0.0009177561,0.00009415127,0.0002596643,0.00007095477,0.0002395541,0.000108415,0.000009087585],"category_scores_gemma":[0.0002586054,0.000220082,0.0003546689,0.0003525465,0.0004323777,0.0001483364,0.0002986937,0.0005875748,0.00003735835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007943896,"about_ca_system_score_gemma":0.00004373116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006027519,"about_ca_topic_score_gemma":0.0002277681,"domain_scores_codex":[0.9976757,0.0001895909,0.0001910574,0.0005968402,0.0006555232,0.0006912628],"domain_scores_gemma":[0.9983473,0.0004126817,0.0001026635,0.0007770144,0.0001158141,0.0002445248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009323713,0.002390148,0.7893503,0.00006696343,0.0007343523,0.0001102301,0.0009165352,0.000002748243,0.000569094,0.00005410127,0.0001537839,0.2055586],"study_design_scores_gemma":[0.001452836,0.0009227792,0.9873444,0.00003274924,0.00082414,0.00001232168,0.0002914076,0.0002255694,0.008139937,0.0001765953,0.0003214477,0.0002557884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970398,0.0004114015,0.0001343341,0.0002945505,0.0002051942,0.001243304,0.00000725622,0.0001411531,0.0005230355],"genre_scores_gemma":[0.9988165,0.000007436622,0.00003630358,0.0001459939,0.0007933863,0.00009004123,0.000009259458,0.00003417796,0.00006687288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2053028,"threshold_uncertainty_score":0.8974683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617491402084381,"score_gpt":0.3080293790506047,"score_spread":0.2818544650297609,"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."}}