{"id":"W3045205118","doi":"10.1161/atvbaha.120.314733","title":"Warning AlarmIn Diabetes Mellitus","year":2020,"lang":"en","type":"letter","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Diabetes mellitus; Medicine; Warning system; Internal medicine; Endocrinology; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002378635,0.001063383,0.001265496,0.001252801,0.004764792,0.005144683,0.001408225,0.07900298,0.02071389],"category_scores_gemma":[0.02392643,0.0008514601,0.001484334,0.0006384702,0.001978684,0.002638376,0.002734736,0.04319065,0.01291912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003400538,"about_ca_system_score_gemma":0.004727553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007964134,"about_ca_topic_score_gemma":0.01136227,"domain_scores_codex":[0.9973296,0.0006022937,0.0003223794,0.000325512,0.0007712547,0.0006488772],"domain_scores_gemma":[0.9921913,0.00346258,0.0007172919,0.0002700826,0.0009157663,0.002443072],"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":[0.00006296384,0.00004223182,0.0008933723,0.00004104382,0.00001438047,0.003582286,0.0001195805,0.00004634085,0.0002714421,0.002732873,0.9839049,0.00828843],"study_design_scores_gemma":[0.0002115895,0.0001616368,0.003575533,0.0006636182,0.00004722551,0.004436685,0.0004359182,0.0005445131,0.0002577918,0.008436505,0.9811417,0.00008720713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007166173,0.001181951,0.0001578095,0.9468894,0.03527796,0.00003838643,0.00009276604,0.00007463613,0.0155705],"genre_scores_gemma":[0.00296361,0.0006186823,0.0002432114,0.9432728,0.03268887,0.00003990329,0.00004428676,0.00002493624,0.02010367],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07900298,"threshold_uncertainty_score":0.06929487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06463060984992224,"score_gpt":0.3050293400483534,"score_spread":0.2403987301984311,"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."}}