{"id":"W2135545475","doi":"10.1373/clinchem.2011.180976","title":"The Obesity Epidemic","year":2012,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Diet and metabolism studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Université Laval; University of Alberta; Canadian Obesity Network; Mount Sinai Hospital","funders":"","keywords":"Obesity; Medicine; Disease; Weight loss; Type 2 diabetes; Diabetes mellitus; Population; Health care; Gerontology; Environmental health; Intensive care medicine; Internal medicine; Endocrinology","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":[0.0009547526,0.00007470232,0.0002337389,0.000001698875,0.00009937349,0.00000459439,0.00007771407,0.0000975185,0.0001008862],"category_scores_gemma":[0.002471706,0.00004217002,0.0001655755,0.00003976664,0.0002189349,0.00002249351,0.00007365967,0.0002889633,0.0001613007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007862525,"about_ca_system_score_gemma":0.00002790471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.084835e-7,"about_ca_topic_score_gemma":9.146735e-8,"domain_scores_codex":[0.9992147,0.00002033897,0.0002968956,0.0001060473,0.0001028811,0.0002590986],"domain_scores_gemma":[0.9988396,0.0005663668,0.00005927823,0.0002826357,0.00004073093,0.0002113616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004003064,0.0001779081,0.9176806,0.00002942793,0.00006837104,0.000001475815,0.00002097682,4.164054e-9,0.0005212139,0.0001046942,0.07358208,0.007773285],"study_design_scores_gemma":[0.000377896,0.000009230278,0.5077432,0.00001433605,0.0001278502,0.000004571178,0.0001131753,0.000001473315,0.002668689,0.0001257939,0.4887561,0.00005761628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235775,0.007297537,0.000003523248,0.002104328,0.0006279352,0.00005699966,9.990619e-7,0.00004354015,0.06628767],"genre_scores_gemma":[0.9872235,0.001392438,0.00009822508,0.0006785959,0.002490069,0.000007162977,0.000002782102,0.000007323551,0.008099896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.415174,"threshold_uncertainty_score":0.2959042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08021495563745805,"score_gpt":0.408469739375997,"score_spread":0.3282547837385389,"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."}}