{"id":"W2145738299","doi":"10.2337/diacare.24.6.1038","title":"Diabetes Screening in Canada (DIASCAN) Study","year":2001,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; Servier (Canada); University of Calgary; St. Michael's Hospital","funders":"Servier; Diabetes Canada","keywords":"Medicine; Diabetes mellitus; Internal medicine; Impaired glucose tolerance; Impaired fasting glucose; Type 2 diabetes; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005529069,0.0004394046,0.0006119795,0.0006802736,0.002273025,0.0009612509,0.0009452056,0.0005371333,0.002307267],"category_scores_gemma":[0.001286481,0.0003882173,0.0004705572,0.002422746,0.0004804458,0.0002257426,0.0007100533,0.0008229708,0.0003604758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01414687,"about_ca_system_score_gemma":0.02118828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9597501,"about_ca_topic_score_gemma":0.9786781,"domain_scores_codex":[0.9991688,0.00007644149,0.00003615534,0.0001359835,0.0003302598,0.0002523076],"domain_scores_gemma":[0.9985183,0.00006012822,0.000229759,0.00003742772,0.0005781154,0.0005763291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004345677,0.0001904171,0.9818095,0.0001091959,0.0001279876,0.000251284,0.0001644143,0.0001005056,0.0001904847,0.00019593,0.008903877,0.007521802],"study_design_scores_gemma":[0.0002269117,0.0001092543,0.9945949,0.00008302229,0.0001209092,0.0002621113,0.0003799432,0.0003543225,0.000100833,0.00005026152,0.003702804,0.00001469766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580082,0.002137711,0.0002076776,0.001020556,0.00009233021,0.0004303533,0.02908809,0.00004330353,0.008971772],"genre_scores_gemma":[0.9804596,0.001557363,0.000715888,0.00117962,0.00005848976,0.0002585224,0.01249825,0.00001078873,0.00326165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04024994,"threshold_uncertainty_score":0.1026432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068254438368553,"score_gpt":0.2205558547034503,"score_spread":0.2098733103197647,"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."}}