{"id":"W4377091662","doi":"10.1016/j.jcjd.2023.05.007","title":"The Reponic Classification of Insulin","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Insulin; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002061646,0.001051193,0.0004827181,0.003825823,0.001570146,0.004483778,0.002011922,0.001080734,0.008791167],"category_scores_gemma":[0.005804874,0.0001801839,0.001251724,0.002513107,0.004471597,0.00271258,0.002064458,0.003639023,0.005844475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282139,"about_ca_system_score_gemma":0.002799341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005359533,"about_ca_topic_score_gemma":0.003402438,"domain_scores_codex":[0.9976693,0.0007159827,0.0003028448,0.0003031575,0.000554913,0.0004537948],"domain_scores_gemma":[0.9969167,0.0004612866,0.0003997117,0.0004181382,0.0013393,0.000464904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005773869,0.0001407477,0.01439574,0.0003663594,0.00007385767,0.001162707,0.001777068,0.0006598491,0.003382041,0.5736753,0.06386114,0.3399278],"study_design_scores_gemma":[0.00009529731,0.0004419724,0.01687301,0.0008593944,0.0001245035,0.008343767,0.002302336,0.003103446,0.001812703,0.2405964,0.7253407,0.0001066054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08226719,0.04151452,0.1113434,0.02438149,0.01611288,0.0005071773,0.002404846,0.0008883058,0.7205802],"genre_scores_gemma":[0.7236842,0.01895165,0.1160308,0.01242882,0.008631293,0.0006568417,0.006706842,0.0005275848,0.1123818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008791167,"threshold_uncertainty_score":0.02940941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561556174936899,"score_gpt":0.3036449462367498,"score_spread":0.2680293844873808,"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."}}