{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025632,0.00002310048,0.0001033776,0.0002329035,0.000007525552,6.156592e-7,0.00001846895,0.00001992486,0.0001064026],"category_scores_gemma":[0.00002495812,0.00002314922,0.00001141758,0.0001240001,0.00004625978,0.00001193768,0.0000151739,0.00007452402,0.00007425129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009264295,"about_ca_system_score_gemma":0.0001251447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276734,"about_ca_topic_score_gemma":0.00003902695,"domain_scores_codex":[0.9995781,0.00001539004,0.00009985507,0.0000677298,0.00009608224,0.0001429001],"domain_scores_gemma":[0.99979,0.0000132039,0.00001886874,0.00006437975,0.00000756655,0.0001059704],"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":[0.0001559065,0.0001464415,0.08783431,0.002870464,0.00001357443,0.00007533868,0.003329958,0.000001427448,0.0001506993,0.001078774,0.6917986,0.2125445],"study_design_scores_gemma":[0.0005311338,0.0001778584,0.400501,0.00006279352,0.000001352746,1.420271e-7,0.00007802073,0.00004336375,0.000001446061,0.00003830513,0.5985445,0.00001999864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904425,0.00385946,2.778283e-7,0.00104765,0.0001312866,0.0001616528,9.149561e-7,0.00001982621,0.004336392],"genre_scores_gemma":[0.9372144,0.001148723,0.00005709632,0.0006726139,0.0000472701,0.000007898943,0.00001761781,0.000007267819,0.06082715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3126667,"threshold_uncertainty_score":0.1165033,"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."}}