{"id":"W4252179747","doi":"10.1007/978-1-349-72324-9_20","title":"Diabetes Mellitus","year":2006,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Diabetes mellitus; Medicine; Insulin resistance; Type 2 diabetes; Insulin; Internal medicine; Obesity; Endocrinology; Population; Disease; Type 2 Diabetes Mellitus; Environmental health","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":[0.0003655857,0.0006015798,0.000793267,0.0005820855,0.0006352015,0.001209729,0.0007321318,0.0009091495,0.06902585],"category_scores_gemma":[0.001545919,0.0001213869,0.0004209741,0.001291606,0.0002149252,0.0006268489,0.0007468181,0.001378372,0.03359509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005666642,"about_ca_system_score_gemma":0.0009048324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492115,"about_ca_topic_score_gemma":0.001546347,"domain_scores_codex":[0.99954,0.00008853152,0.00003977495,0.00007390936,0.0001657659,0.00009204065],"domain_scores_gemma":[0.9995831,0.0001009442,0.00006151373,0.0000362009,0.0001086629,0.0001095956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002195094,0.0001969969,0.002483652,0.0009918098,0.00004970637,0.001518783,0.0001778657,0.00009026146,0.0007112931,0.008870952,0.5837504,0.4009388],"study_design_scores_gemma":[0.00002123381,0.00003543804,0.001803645,0.0006581104,0.00002121843,0.002318962,0.00006110712,0.00002406636,0.00008566528,0.002724791,0.9922357,0.00001010089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007827749,0.2375203,0.003535759,0.01631583,0.009949281,0.0003906119,0.006713606,0.0009851315,0.7167618],"genre_scores_gemma":[0.07523067,0.2820453,0.006992794,0.02847903,0.006019769,0.0005341792,0.01120146,0.0002382771,0.5892586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06902585,"threshold_uncertainty_score":0.2309145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328521907691695,"score_gpt":0.2184386574934803,"score_spread":0.2051534384165634,"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."}}