{"id":"W2022252363","doi":"10.1100/tsw.2007.216","title":"Quantifying the Impact of Obesity Category on Major Chronic Diseases in Canada","year":2007,"lang":"en","type":"article","venue":"The Scientific World JOURNAL","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","funders":"","keywords":"Obesity; Medicine; Overweight; Body mass index; Diabetes mellitus; Odds ratio; Population; Asthma; Demography; Internal medicine; Gerontology; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001527641,0.0004303669,0.000463165,0.002898905,0.001575146,0.00119441,0.001129398,0.0002623206,0.001502336],"category_scores_gemma":[0.006715612,0.0002641721,0.0009699141,0.007065451,0.0004102204,0.0003670967,0.001037422,0.0005626965,0.0001521756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02517939,"about_ca_system_score_gemma":0.04370357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961494,"about_ca_topic_score_gemma":0.9972765,"domain_scores_codex":[0.9979061,0.0002463076,0.0001353821,0.0002188224,0.001057883,0.0004354569],"domain_scores_gemma":[0.9961962,0.0003799375,0.0006600337,0.00008903422,0.002196448,0.0004785189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004678102,0.00001768368,0.9856284,0.0001024017,0.0001664632,0.00003897891,0.000210361,0.0007410613,0.00006330958,0.0002895243,0.002222632,0.0104724],"study_design_scores_gemma":[0.0000057333,0.0000111732,0.9965275,0.00004770268,0.00007600668,0.00002803101,0.0002914837,0.001369057,0.0000491929,0.0000901921,0.001491961,0.00001191947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295262,0.005225762,0.002035406,0.002204367,0.0000629613,0.0002479024,0.04986255,0.0001023413,0.01073251],"genre_scores_gemma":[0.9873044,0.001842697,0.001755145,0.0002007622,0.00001574851,0.0000555562,0.007922741,0.00001321927,0.0008897075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02517939,"threshold_uncertainty_score":0.1826901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763931251365952,"score_gpt":0.3058885036810277,"score_spread":0.2782491911673681,"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."}}