{"id":"W4213423470","doi":"10.1016/j.pcd.2022.02.005","title":"Family Physician Clinical Inertia in Managing Hypoglycemia","year":2022,"lang":"en","type":"article","venue":"Primary care diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; Juvenile Diabetes Research Foundation Canada; Boehringer Ingelheim; Eli Lilly and Company","keywords":"Medicine; Hypoglycemia; Diabetes mellitus; Intensive care medicine; Blood Glucose Self-Monitoring; Pediatrics; Endocrinology; Continuous glucose monitoring; Type 1 diabetes","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003515442,0.0002062456,0.0002448967,0.000813767,0.000506598,0.0007336253,0.000275106,0.0003911533,0.001274975],"category_scores_gemma":[0.01646259,0.0001359303,0.0004004066,0.0005628206,0.0004543044,0.0003944778,0.0006252603,0.0005329418,0.00008990993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004323,"about_ca_system_score_gemma":0.001325893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003707825,"about_ca_topic_score_gemma":0.006408559,"domain_scores_codex":[0.9970917,0.00142836,0.0003403666,0.0001395488,0.0008119035,0.0001880138],"domain_scores_gemma":[0.9852439,0.005433605,0.007087774,0.0003038109,0.0009792766,0.000951644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001198026,0.00013957,0.9688696,0.000112165,0.00006845342,0.0001496494,0.001583741,0.0002420032,0.000521686,0.00009717074,0.0004319789,0.02766418],"study_design_scores_gemma":[0.00001217825,0.0001850947,0.996538,0.00009023668,0.00002621463,0.0006417632,0.0009410144,0.0005037901,0.0001703584,0.0001443249,0.0007365131,0.00001045399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994688,0.0006838029,0.00101417,0.0005628547,0.0000199906,0.00008055673,0.0000765386,0.00001891551,0.002855178],"genre_scores_gemma":[0.998239,0.0002298878,0.001226705,0.00007452396,0.00002097841,0.00002319967,0.00007123112,0.000001646543,0.0001128315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003707825,"threshold_uncertainty_score":0.01859164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287802311180838,"score_gpt":0.3015310797220491,"score_spread":0.2786530566102407,"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."}}