{"id":"W2410777433","doi":"10.1111/j.1399-5448.2009.00577.x","title":"Introduction","year":2009,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0002328438,0.0000905101,0.0001543742,0.0002434799,0.00004892824,0.0000322751,0.00007291956,0.00004291938,0.0005550355],"category_scores_gemma":[0.0001386455,0.00007326839,0.00006801153,0.0004722535,0.00001912287,0.0001015105,0.0000221679,0.0001279382,0.000583784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002309059,"about_ca_system_score_gemma":0.00002392525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.099134e-7,"about_ca_topic_score_gemma":4.08043e-8,"domain_scores_codex":[0.9990261,0.00001549259,0.000133995,0.0002110681,0.0002762805,0.0003370742],"domain_scores_gemma":[0.9995491,0.00002495455,0.00002991186,0.0002198268,0.00006249293,0.0001137223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002659554,0.0004533725,0.4096113,0.000146873,0.00004036784,0.000008885907,0.0000281232,0.000005728444,0.00149045,0.001348526,0.3898802,0.1969596],"study_design_scores_gemma":[0.001263111,0.0009959828,0.8383877,0.00000826535,0.0002910187,4.530442e-7,0.00001613095,0.0004163177,0.00167879,0.002438652,0.1542535,0.000250051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521734,0.0008581405,0.00001511864,0.01568144,0.0003029545,0.0002495393,8.130927e-7,0.0001731732,0.03054542],"genre_scores_gemma":[0.9785092,0.00009461673,0.0004294971,0.0007375244,0.006402257,0.00000844827,0.00002855359,0.00001067265,0.01377921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4287765,"threshold_uncertainty_score":0.7503557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824571760603539,"score_gpt":0.2579710386687873,"score_spread":0.2497253210627519,"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."}}