{"id":"W4387499806","doi":"10.1016/j.jcjd.2023.08.003","title":"Hypoglycemia in Adults","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hypoglycemia; Medicine; Insulin; Type 2 diabetes; Diabetes mellitus; Meal; Intensive care medicine; Internal medicine; Endocrinology; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004570503,0.00006964219,0.0002064951,0.001205949,0.00003303893,0.00002683726,0.0001380956,0.00004878196,0.0002404255],"category_scores_gemma":[0.0003289679,0.00005786715,0.00007801795,0.0007585927,0.0000637394,0.00008960513,0.00001223026,0.0002407841,0.0001739125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009666917,"about_ca_system_score_gemma":0.0005160166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008756358,"about_ca_topic_score_gemma":0.002304428,"domain_scores_codex":[0.9990034,0.00002288061,0.0002343138,0.00007908978,0.0001929669,0.0004673121],"domain_scores_gemma":[0.9991142,0.00005933023,0.00005275048,0.000109244,0.0001051713,0.0005593408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008866401,0.00001199371,0.9403716,0.0001250005,0.00004528798,0.0002825415,0.0001696732,0.0000164238,0.0001253578,0.00008384325,0.02944716,0.0293123],"study_design_scores_gemma":[0.001769657,0.0003215338,0.9738223,0.0007351354,0.00002082648,9.211462e-7,0.0002289534,0.0003759676,0.0001906343,0.0005448426,0.02190086,0.00008837522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886302,0.000475328,1.958127e-7,0.002933133,0.0002475023,0.00010192,0.000003151553,0.000008318671,0.007600224],"genre_scores_gemma":[0.9972856,0.00001039259,0.00003785404,0.0002687044,0.0001751066,0.000002189789,0.000006154261,0.00001399373,0.002200021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03345073,"threshold_uncertainty_score":0.263249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660743475375793,"score_gpt":0.258512767107807,"score_spread":0.241905332354049,"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."}}