{"id":"W2799495728","doi":"10.1136/bmjdrc-2017-000503","title":"Real-world crude incidence of hypoglycemia in adults with diabetes: Results of the InHypo-DM Study, Canada","year":2018,"lang":"en","type":"article","venue":"BMJ Open Diabetes Research & Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hypoglycemia; Incidence (geometry); Diabetes mellitus; Type 1 diabetes; Retrospective cohort study; Type 2 Diabetes Mellitus; Insulin; Pediatrics; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008806164,0.0002860435,0.0003877725,0.001290572,0.001094577,0.0009397473,0.0007808477,0.0002932431,0.0009488599],"category_scores_gemma":[0.002206317,0.0003003179,0.0006632159,0.004460875,0.0002853313,0.0003241496,0.0006612039,0.0005631074,0.0001682581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01032252,"about_ca_system_score_gemma":0.010723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979897,"about_ca_topic_score_gemma":0.9831952,"domain_scores_codex":[0.9992107,0.00008191173,0.0000835528,0.0001239453,0.0003406183,0.0001592617],"domain_scores_gemma":[0.9983164,0.00008087457,0.0003711158,0.00005088213,0.0008401396,0.0003406486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008317113,0.00002237673,0.9970187,0.00004645942,0.00006390186,0.00002164193,0.0001317922,0.00004231993,0.00003489845,0.00002520035,0.0007858156,0.001723685],"study_design_scores_gemma":[0.000009224786,0.00001134326,0.9993507,0.00001726649,0.00001896826,0.00002068852,0.0002259663,0.00006873101,0.00001077786,0.000005427437,0.0002570313,0.000003796094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547667,0.003048496,0.0001948411,0.0003976808,0.00002325669,0.0001368266,0.03765543,0.00002097888,0.003755748],"genre_scores_gemma":[0.9873458,0.001681414,0.0003143169,0.0001402969,0.00001020544,0.00004511095,0.009788537,0.000007273911,0.0006670537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02010304,"threshold_uncertainty_score":0.0748955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04944959432323124,"score_gpt":0.4012558775391022,"score_spread":0.351806283215871,"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."}}