{"id":"W3193788411","doi":"10.2337/db21-0430","title":"A Hundred Years of Insulin Innovation: When Science Meets Technology","year":2021,"lang":"en","type":"letter","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin; Medicine; Internal medicine","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":[0.004522344,0.000737533,0.0008487113,0.0006790047,0.003423348,0.006541818,0.001249774,0.02091446,0.005406162],"category_scores_gemma":[0.01881375,0.0004961998,0.0006697806,0.0006484598,0.006360363,0.01229724,0.002467675,0.04100613,0.003770109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004232737,"about_ca_system_score_gemma":0.002976023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014122,"about_ca_topic_score_gemma":0.002186842,"domain_scores_codex":[0.9955462,0.001354679,0.000280941,0.000418081,0.001997525,0.0004025668],"domain_scores_gemma":[0.9927796,0.004496916,0.0003785485,0.0002763059,0.0008618982,0.001206646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001386927,0.00007223004,0.0003843496,0.0001881216,0.0000249572,0.003040187,0.0006626043,0.00007209893,0.0004873397,0.03255755,0.9153988,0.04697315],"study_design_scores_gemma":[0.00003756735,0.00006065726,0.0002192977,0.0003054042,0.000007807589,0.001854275,0.0006652139,0.0001213307,0.0001310955,0.02739812,0.9691748,0.00002450997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004860543,0.02685884,0.0002859422,0.9117267,0.05497053,0.000008428638,0.00001214214,0.0000218978,0.005629603],"genre_scores_gemma":[0.009695027,0.02389367,0.0004303408,0.8599712,0.0946509,0.00002880638,0.00002180627,0.00002755892,0.01128068],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02091446,"threshold_uncertainty_score":0.03071076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711230843634903,"score_gpt":0.2875878831748676,"score_spread":0.2604755747385186,"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."}}