{"id":"W3205390927","doi":"","title":"Skrining Diabetes Melitus Tipe 2 Pada Skrining Diabetes Melitus Tipe 2 Pada Skrining Diabetes Melitus Tipe 2 Pada","year":2020,"lang":"id","type":"dissertation","venue":"Universitas Airlangga Repository (Universitas Airlangga)","topic":"Public Health and Nutrition","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Family history; Body mass index; Type 2 Diabetes Mellitus; Pediatrics; Internal medicine; Endocrinology","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001790602,0.004018657,0.005325528,0.003764133,0.004710315,0.0009456357,0.003120957,0.003521034,0.002796038],"category_scores_gemma":[0.001167643,0.004892802,0.00236943,0.004173095,0.0009561025,0.004245661,0.001458203,0.00540923,0.001095062],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004778452,"about_ca_system_score_gemma":0.003502119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119116,"about_ca_topic_score_gemma":0.0001478824,"domain_scores_codex":[0.97961,0.001958637,0.00309228,0.005171482,0.004083876,0.006083731],"domain_scores_gemma":[0.9838347,0.002083269,0.003753812,0.003076828,0.002350551,0.004900856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.008847555,0.005885693,0.2879492,0.02582197,0.02411053,0.03016434,0.05414225,0.0009409408,0.07019966,0.006421869,0.450686,0.03483001],"study_design_scores_gemma":[0.03316159,0.01128958,0.05261186,0.02216051,0.02438205,0.0003316035,0.4412321,0.01351971,0.04437818,0.0004955931,0.3404956,0.01594158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8379605,0.03018475,0.0001087546,0.003955147,0.009962932,0.004046967,0.001317793,0.002464603,0.1099985],"genre_scores_gemma":[0.9582897,0.001568739,0.001657589,0.001782079,0.00420563,0.0001061958,0.01833722,0.000815895,0.01323699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3870899,"threshold_uncertainty_score":0.9996827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036938427015542,"score_gpt":0.2235107103819935,"score_spread":0.2131413261118381,"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."}}