{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002170987,0.00103141,0.002142596,0.002314355,0.0005159046,0.002654747,0.001308899,0.002680388,0.003577317],"category_scores_gemma":[0.003801517,0.0003027511,0.0007495018,0.003704818,0.001775616,0.002700266,0.001255898,0.005254435,0.001144092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003350761,"about_ca_system_score_gemma":0.005000277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007831916,"about_ca_topic_score_gemma":0.01440035,"domain_scores_codex":[0.999266,0.000180671,0.00009101022,0.000114899,0.0002755603,0.00007187016],"domain_scores_gemma":[0.997733,0.0014904,0.000174541,0.00004791632,0.0003915557,0.0001626461],"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":[0.0002011579,0.00006765588,0.0002922314,0.01592443,0.0001386659,0.0001440568,0.0001135145,0.0002593589,0.0003811355,0.02436996,0.08616848,0.8719394],"study_design_scores_gemma":[0.00004305276,0.00004012354,0.0005521553,0.009200375,0.0001043294,0.0003093128,0.0001063672,0.00007347117,0.00007613572,0.006563536,0.9829085,0.00002255977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000265217,0.9975281,0.00004091988,0.001378911,0.0005506519,9.198837e-7,0.000007601355,0.000002976509,0.0004633657],"genre_scores_gemma":[0.0003200754,0.9977739,0.00008593198,0.0009550288,0.0006200239,0.000002014997,0.00001037534,0.000001404278,0.0002311349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007831916,"threshold_uncertainty_score":0.0243116,"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."}}