{"id":"W2773527098","doi":"10.1056/em201004020000002","title":"Frequency of Visits Before New Diagnosis of Diabetes in Children","year":2010,"lang":"en","type":"article","venue":"Journal watch","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Pediatrics; Type 2 diabetes; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004567562,0.00008060952,0.0002837058,0.0002068922,0.00002325466,0.0000126906,0.0001740964,0.00007351771,0.0006133913],"category_scores_gemma":[0.0001992584,0.00005624283,0.0001087057,0.0002858424,0.00004459363,0.0001052579,0.00005505897,0.0005244057,0.00001097511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001935917,"about_ca_system_score_gemma":0.000073615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006093501,"about_ca_topic_score_gemma":0.00008117223,"domain_scores_codex":[0.9989232,0.00002159048,0.0003378233,0.00009174171,0.0003781193,0.0002475446],"domain_scores_gemma":[0.9994,0.00003980123,0.0001297013,0.0001695055,0.0001050206,0.0001559291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005070339,0.0001921283,0.9623237,0.00005358007,0.00008907391,0.000005225686,0.0001142113,0.000001022414,0.006748047,0.00007053507,0.004847779,0.02554957],"study_design_scores_gemma":[0.001101441,0.000265595,0.9865114,0.0001838764,0.00004653748,0.000003295167,0.00001450548,0.00002146248,0.008823166,0.002681087,0.0002982258,0.00004941137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922876,0.0001775697,0.000001555032,0.006347517,0.0001264366,0.0001821659,0.000002403146,0.000004885852,0.0008698398],"genre_scores_gemma":[0.9974565,0.0001327766,0.0005607849,0.00005105408,0.0003038678,0.000002894716,0.000004239166,0.00001248366,0.001475406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02550016,"threshold_uncertainty_score":0.6716205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008683651357108708,"score_gpt":0.2782119099275792,"score_spread":0.2695282585704705,"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."}}