{"id":"W4211174174","doi":"10.3390/diabetology3010010","title":"Insulin Past, Present, and Future: 100 Years from Leonard Thompson","year":2022,"lang":"en","type":"article","venue":"Diabetology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin; Diabetes mellitus; Medicine; BLISS; Pancreas; Syringe; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000197642,0.00009740953,0.000274465,0.0001567771,0.0001005551,0.00001470396,0.0001363462,0.00005810132,0.002399768],"category_scores_gemma":[0.000009042844,0.00009163609,0.00004915766,0.0002015275,0.0001037208,0.0000355325,0.0004080077,0.0003206054,0.00007168006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002875843,"about_ca_system_score_gemma":0.00002630716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002669299,"about_ca_topic_score_gemma":0.000001919267,"domain_scores_codex":[0.9988301,0.0001396845,0.0001355647,0.0002990941,0.0002600142,0.0003355646],"domain_scores_gemma":[0.9994943,0.00008642513,0.00003723365,0.0002537568,0.0000196724,0.0001086242],"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":[0.0002833401,0.0003832328,0.2490594,0.00005172166,0.0003413666,0.0003656043,0.0006026267,0.00000590033,0.0007448106,0.001307771,0.1435819,0.6032723],"study_design_scores_gemma":[0.001049884,0.0002414456,0.3480784,0.000002715951,0.00003759728,0.000002080665,0.0002600735,0.0001755876,0.00003720586,0.0004437692,0.6495991,0.00007210468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603274,0.003059389,0.000004432217,0.02634752,0.0005640835,0.0003263901,0.00002846113,0.00006143008,0.009280871],"genre_scores_gemma":[0.990064,0.000180173,0.0002413543,0.001373407,0.002283121,0.0001105728,0.0002422692,0.0000294324,0.005475672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6032002,"threshold_uncertainty_score":0.9985121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706144686781734,"score_gpt":0.2797725396467124,"score_spread":0.2627110927788951,"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."}}