{"id":"W4392189042","doi":"10.3390/biomedicines12030533","title":"100 Years since the Discovery of Insulin, from Its Discovery to the Insulins of the Future","year":2024,"lang":"en","type":"article","venue":"Biomedicines","topic":"Diabetes Management and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ketonuria; Glycosuria; Medicine; Diabetes mellitus; Insulin; Disease; Intensive care medicine; Pediatrics; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195859,0.0006446986,0.000693355,0.001296254,0.000657948,0.002322901,0.0005098024,0.001248907,0.003582038],"category_scores_gemma":[0.004508751,0.0002353972,0.0004522949,0.002208579,0.001790712,0.002502495,0.001648642,0.002969914,0.001646258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596147,"about_ca_system_score_gemma":0.002063598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824535,"about_ca_topic_score_gemma":0.002232767,"domain_scores_codex":[0.9993266,0.0001456611,0.00009757879,0.0001445933,0.0002140695,0.00007149346],"domain_scores_gemma":[0.9978021,0.0008984274,0.0003853807,0.00009025399,0.0006149311,0.0002088729],"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":[0.0004858902,0.00008702058,0.002252572,0.008853137,0.0001345081,0.001053226,0.001362132,0.0003581767,0.003825307,0.05321565,0.06323879,0.8651335],"study_design_scores_gemma":[0.000005593669,0.00006138475,0.001037444,0.001540062,0.00003295904,0.0008997432,0.0003094254,0.00002108373,0.001007946,0.003905912,0.9911596,0.00001881456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001374675,0.9788698,0.0007564987,0.008082159,0.002797442,0.00001074839,0.00007693324,0.00002316229,0.008008624],"genre_scores_gemma":[0.00957249,0.9791,0.00127,0.00355507,0.002572845,0.0000181882,0.0001349988,0.00001624042,0.003760057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003582038,"threshold_uncertainty_score":0.0119831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651442271071569,"score_gpt":0.2894772624737216,"score_spread":0.2729628397630059,"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."}}