{"id":"W4386115197","doi":"10.1353/hah.2023.a904714","title":"100 Years of Insulin in Australia","year":2023,"lang":"en","type":"article","venue":"Health and History","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Witness; Insulin; Sentence; Diabetes mellitus; Disease; Medicine; History; Type 2 diabetes; Chronic disease; Gerontology; Pediatrics; Intensive care medicine; Political science; Endocrinology; Internal medicine; Law; Computer science; Artificial intelligence","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":[0.002222273,0.0002648606,0.0002944623,0.000963395,0.002550456,0.002304751,0.0004164983,0.002165341,0.009991175],"category_scores_gemma":[0.003295615,0.0002285498,0.0003985995,0.001356608,0.001517925,0.001977529,0.003281989,0.004801962,0.001820804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003341519,"about_ca_system_score_gemma":0.008772008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03272595,"about_ca_topic_score_gemma":0.02824548,"domain_scores_codex":[0.9988161,0.0001867948,0.00009625225,0.0001292929,0.000555161,0.000216358],"domain_scores_gemma":[0.9979877,0.0001388839,0.0001889727,0.00006749902,0.0003865699,0.001230375],"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":[0.0004772051,0.0006317233,0.03922465,0.001668299,0.0001100799,0.005909414,0.01201175,0.0001619026,0.002636142,0.05847018,0.5493153,0.3293832],"study_design_scores_gemma":[0.00001537615,0.0001288857,0.0154342,0.0005364721,0.00001168574,0.001016826,0.001226899,0.00003853042,0.00008714521,0.00126802,0.9802208,0.00001514524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1119164,0.2494236,0.0007662683,0.3812568,0.05467767,0.0001299558,0.0007400435,0.0001343929,0.2009549],"genre_scores_gemma":[0.354567,0.1705905,0.001675948,0.2452492,0.01285366,0.0002064135,0.000851929,0.0001473128,0.2138581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03272595,"threshold_uncertainty_score":0.06507093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155952130255438,"score_gpt":0.3790794052435822,"score_spread":0.2634841922180384,"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."}}