{"id":"W2073531152","doi":"10.1016/j.jcjd.2013.01.012","title":"Screening for Type 1 and Type 2 Diabetes","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Glycated hemoglobin; Diabetes mellitus; Impaired glucose tolerance; Internal medicine; Plasma glucose; Glucose tolerance test; Impaired fasting glucose; Endocrinology; Insulin resistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007194178,0.0005408829,0.0007224814,0.002908065,0.001251509,0.0006754195,0.0007622169,0.0008751724,0.01075027],"category_scores_gemma":[0.00276186,0.0002906623,0.0007850246,0.002929132,0.0002242081,0.0005378097,0.0004202883,0.0009139651,0.0009089863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274547,"about_ca_system_score_gemma":0.002291784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1690932,"about_ca_topic_score_gemma":0.2359021,"domain_scores_codex":[0.9991493,0.0001191262,0.00007833979,0.0001013767,0.0003048874,0.000246897],"domain_scores_gemma":[0.9987381,0.0002067096,0.0002067802,0.00004995154,0.0003877043,0.000410787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003912941,0.0004876152,0.9059153,0.0003135069,0.0001322653,0.001082053,0.0002638993,0.00008860781,0.0004689237,0.0004879311,0.02372303,0.06664556],"study_design_scores_gemma":[0.00004172724,0.0002498909,0.9835158,0.0004476332,0.0001621668,0.002137839,0.000467958,0.0003011237,0.0002182503,0.0005145411,0.01191629,0.00002685159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8234352,0.03249188,0.001245627,0.01170993,0.00161801,0.0004972532,0.01757061,0.0001879115,0.1112437],"genre_scores_gemma":[0.9593967,0.01045101,0.003012057,0.003460844,0.0004083418,0.0001953478,0.005569344,0.00001753344,0.0174889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1690932,"threshold_uncertainty_score":0.336218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642571605601093,"score_gpt":0.2463616096413697,"score_spread":0.2199358935853587,"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."}}