{"id":"W4293581775","doi":"10.1016/j.jcjd.2022.08.006","title":"Insulin Reactions: What Do You Do When Your Treatment’s the Trigger?","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"CHEO Research Institute","keywords":"Medicine; Insulin; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004742354,0.0006753679,0.001850117,0.001255407,0.002111679,0.006038801,0.001031679,0.005352542,0.01095192],"category_scores_gemma":[0.03090217,0.0004287358,0.0009882522,0.0009489517,0.001365423,0.006102089,0.001254859,0.007514272,0.005265034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684975,"about_ca_system_score_gemma":0.003976685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004789956,"about_ca_topic_score_gemma":0.009842744,"domain_scores_codex":[0.9966073,0.00105834,0.0005485361,0.0002549191,0.001030075,0.0005009062],"domain_scores_gemma":[0.9873247,0.003970562,0.00213026,0.0003025858,0.003190596,0.003081293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0009049384,0.0008761103,0.08363979,0.001767845,0.0003154165,0.002857893,0.003080552,0.0001812282,0.0008193334,0.002591827,0.3232624,0.5797027],"study_design_scores_gemma":[0.0007447575,0.0012198,0.1449581,0.02366458,0.0008043891,0.02217961,0.04413575,0.0009821157,0.001960341,0.02605184,0.7325511,0.0007476906],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04557085,0.1353974,0.004734919,0.7375604,0.02375706,0.000216218,0.0005367142,0.0007379722,0.05148844],"genre_scores_gemma":[0.4223096,0.2002292,0.01869068,0.2802702,0.04295528,0.000427267,0.001013836,0.000610168,0.03349387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01095192,"threshold_uncertainty_score":0.03663778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512879691786058,"score_gpt":0.2755126028452856,"score_spread":0.240383805927425,"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."}}