{"id":"W3141422810","doi":"10.1016/j.jcjd.2021.03.002","title":"Insulin Therapy: The Discovery That Shaped a Century","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Public Health Ontario; University of Toronto; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Insulin; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008759535,0.0003645108,0.001768848,0.0006873822,0.0001623729,0.0004095161,0.0006606693,0.0002212198,0.0005798736],"category_scores_gemma":[0.0003115362,0.0001924476,0.001172989,0.0006124878,0.0002211995,0.0001947428,0.00005661086,0.001156783,0.00003918251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502734,"about_ca_system_score_gemma":0.004790546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003576633,"about_ca_topic_score_gemma":0.0002563248,"domain_scores_codex":[0.9976488,0.0002972035,0.0006099548,0.0002285836,0.0004997497,0.0007157145],"domain_scores_gemma":[0.9977646,0.0003388522,0.0004640998,0.0004817137,0.0002137596,0.0007369163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001297885,0.00003274259,0.001205727,0.002863402,0.001358491,0.0001776031,0.00005991244,1.031142e-7,3.889441e-7,0.00008351463,0.01054101,0.9836758],"study_design_scores_gemma":[0.0004298076,0.0001570767,0.0004369867,0.01600845,0.0008513064,0.00000770471,0.0000969589,0.000001626685,0.000001241153,0.00002868749,0.9817877,0.0001924669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007454517,0.995299,6.715351e-7,0.0009832534,0.0008413872,0.0005824382,0.00004265524,0.000005163181,0.001500002],"genre_scores_gemma":[0.0007878988,0.994987,0.00001605057,0.0006193679,0.0009128625,0.00001754225,0.00006849947,0.00007443285,0.002516372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9834833,"threshold_uncertainty_score":0.8498223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06868112401337993,"score_gpt":0.3184708563382656,"score_spread":0.2497897323248857,"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."}}