{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005820397,0.000162903,0.0004281706,0.0003268322,0.0001317065,0.00003127912,0.0002788623,0.00004360452,0.00007562291],"category_scores_gemma":[0.00003810491,0.0001579414,0.0001819164,0.0005847349,0.00009166174,0.00010298,0.0006940921,0.0006537552,0.00006160814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003201813,"about_ca_system_score_gemma":0.000118543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007065895,"about_ca_topic_score_gemma":0.000001270346,"domain_scores_codex":[0.9979134,0.000173698,0.000371756,0.0004211798,0.0005592633,0.0005606637],"domain_scores_gemma":[0.999224,0.0001452025,0.00006148183,0.0003972058,0.00005595814,0.00011613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040488,0.0002803802,0.5794831,0.0004911115,0.00009036068,0.00008954784,0.000139569,0.00004393174,0.001833056,0.00007324716,0.00722578,0.4101459],"study_design_scores_gemma":[0.003352873,0.0007172007,0.9113844,0.0001273554,0.0001016869,1.731797e-7,0.00133401,0.0008400333,0.0002178142,0.000390823,0.08119493,0.0003387125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8693532,0.003389258,0.000001629048,0.0007613319,0.0003530776,0.0004470743,0.00001024245,0.00009124342,0.1255929],"genre_scores_gemma":[0.9853509,0.00005302327,0.0001950568,0.01217466,0.0002335689,0.000143556,0.0003501943,0.0000437667,0.001455291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4098072,"threshold_uncertainty_score":0.6440663,"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."}}