{"id":"W4281846504","doi":"10.1016/j.diabres.2022.109739","title":"IDF21-0425 Real-world severe hypoglycemia incidence across Canada and the United States","year":2022,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hypoglycemia; Incidence (geometry); Population; Demography; Diabetes mellitus; Health care; Type 1 diabetes; Gerontology; Pediatrics; Environmental health; 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":[0.0006415732,0.0004255818,0.0006402481,0.001882931,0.001517092,0.002075581,0.001053043,0.0006758554,0.003111698],"category_scores_gemma":[0.002952345,0.0002665983,0.0007477525,0.006009036,0.0003686077,0.0004582367,0.0009077598,0.001019967,0.0005939173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02172083,"about_ca_system_score_gemma":0.03704302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949033,"about_ca_topic_score_gemma":0.9944495,"domain_scores_codex":[0.9985961,0.00008433861,0.00009600299,0.0001803436,0.0006151223,0.0004281949],"domain_scores_gemma":[0.9957812,0.0001484476,0.0004199045,0.00009907586,0.002597586,0.0009539571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004017068,0.00008040312,0.8925026,0.0001779982,0.0003487384,0.0002010296,0.0002591433,0.001232017,0.0001767652,0.0005445717,0.08797067,0.01610429],"study_design_scores_gemma":[0.0000349209,0.00002698144,0.9865863,0.00008513214,0.00006884506,0.0001011626,0.0007247368,0.0008034405,0.00008779934,0.00005816563,0.01139964,0.00002293351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5554366,0.002560673,0.0005962353,0.003822072,0.0002963319,0.0001874907,0.409172,0.0003716399,0.02755703],"genre_scores_gemma":[0.8561539,0.001758791,0.000828779,0.001410764,0.00007731283,0.00009196636,0.1318058,0.00007616111,0.007796369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172083,"threshold_uncertainty_score":0.1575964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07271952619905887,"score_gpt":0.4603935535774414,"score_spread":0.3876740273783826,"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."}}