{"id":"W1968074978","doi":"10.1016/j.puhe.2005.03.011","title":"New cases of diabetes mellitus in England and Wales, 1994–1998: Database study","year":2005,"lang":"en","type":"article","venue":"Public Health","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Confidence interval; Demography; National database; Cohort; Quarter (Canadian coin); Pediatrics; Cohort study; New england; General practice; Gerontology; Database; Family medicine; Internal medicine; Geography","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":[0.00204451,0.0001670895,0.0007126511,0.0002787379,0.00005295839,0.00002806421,0.00009269088,0.00005409815,0.00004328205],"category_scores_gemma":[0.0003116221,0.0001431992,0.00007903067,0.0003343138,0.00005098574,0.0002082209,0.00007025235,0.0002177767,0.000007628973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120627,"about_ca_system_score_gemma":0.00068929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03397671,"about_ca_topic_score_gemma":0.025036,"domain_scores_codex":[0.9979981,0.0002298498,0.0004802385,0.0003505363,0.0003975585,0.0005437745],"domain_scores_gemma":[0.9985695,0.0001397973,0.0001029863,0.0005517495,0.0000261501,0.0006097606],"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":[0.00001451819,0.0005741174,0.1167576,0.0002695512,0.0001083423,0.00001934395,0.002621306,9.375944e-7,0.000005453977,0.00002520025,0.0006523122,0.8789513],"study_design_scores_gemma":[0.007354074,0.001203769,0.3878288,0.0001775681,0.00007064562,0.00002987645,0.0009161804,0.0000991148,0.0001172602,0.00001722597,0.6019717,0.0002138512],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699298,0.02627486,0.00004739769,0.002401051,0.00007003691,0.001002667,0.00004507985,0.00004527089,0.0001838039],"genre_scores_gemma":[0.9961039,0.001235224,0.001312577,0.0006732721,0.0004314513,0.00003242249,0.00008504343,0.00002402774,0.0001021037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8787374,"threshold_uncertainty_score":0.9927546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0411535047919976,"score_gpt":0.298930033663147,"score_spread":0.2577765288711494,"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."}}