{"id":"W2023576886","doi":"10.1016/s0168-8227(00)81853-7","title":"Initial epidemiologic observations from the prototype national diabetes surveillance system for Canada","year":2000,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada; University of Alberta; Alberta Health; Saskatchewan Health; University of Manitoba","funders":"","keywords":"Medicine; Diabetes mellitus; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004760751,0.0001246294,0.0002160178,0.00001117883,0.0004197069,0.00008657287,0.0002975238,0.0001729167,0.00002863117],"category_scores_gemma":[0.02345578,0.0000907744,0.00008088777,0.0001508569,0.0002420962,0.00001892617,0.00006236744,0.0003400168,0.000008987801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003802453,"about_ca_system_score_gemma":0.0005645072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01015373,"about_ca_topic_score_gemma":0.01847756,"domain_scores_codex":[0.9971936,0.001044246,0.0004311026,0.0004298374,0.0003806463,0.0005205843],"domain_scores_gemma":[0.9884527,0.010323,0.0001198955,0.0002415463,0.000720447,0.0001424241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005133874,0.0004476858,0.8393046,0.00005831872,0.0007855868,0.00000168306,0.00001393274,0.00004804266,0.001386274,0.001156908,0.1310492,0.02523443],"study_design_scores_gemma":[0.001309695,0.001233994,0.2604038,0.000041946,0.00003396307,2.436298e-7,0.0003707899,0.001161467,0.0005331681,0.002068831,0.7325467,0.0002953768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984846,0.001617189,0.000006570261,0.008912841,0.0001427551,0.0007885992,0.0005731006,0.00001282418,0.003100146],"genre_scores_gemma":[0.9938655,0.0004653364,0.0003443162,0.003459286,0.0006471245,0.00031949,0.0006647171,0.00001675921,0.0002174116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6014975,"threshold_uncertainty_score":0.9994327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017749926164334,"score_gpt":0.4203125294560323,"score_spread":0.3185375368395988,"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."}}