{"id":"W2216258274","doi":"10.1016/j.pcl.2010.01.020","title":"Preface","year":2010,"lang":"en","type":"editorial","venue":"Pediatric Clinics of North America","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001753588,0.0005900293,0.001593526,0.0003469981,0.00007198348,0.00001605453,0.0004236388,0.0009757489,0.0002513864],"category_scores_gemma":[0.003755423,0.0005246796,0.0008537558,0.0007708027,0.0001615864,0.00007111298,0.0002047049,0.001929598,0.0003256267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007593141,"about_ca_system_score_gemma":0.003018454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002170945,"about_ca_topic_score_gemma":0.00004103482,"domain_scores_codex":[0.9957469,0.00005896334,0.001328069,0.0008688885,0.001429489,0.000567671],"domain_scores_gemma":[0.9940684,0.001912654,0.001326468,0.001281088,0.0007069709,0.0007043517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002277709,0.0009664148,0.280428,0.0005073993,0.0001695647,0.00009066283,0.00001279391,0.00000170816,4.83134e-8,9.636555e-8,0.6862297,0.03136582],"study_design_scores_gemma":[0.00185921,0.0009722854,0.03212577,0.00001889006,0.004113235,0.000002384672,0.000003419637,0.00001879974,2.262988e-7,0.00001142367,0.9604774,0.0003970177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1465989,0.005504931,0.00002212597,0.00008644998,0.8402112,0.001145136,0.004968511,0.00019411,0.001268664],"genre_scores_gemma":[0.006354715,0.05331792,0.001412899,0.00009845381,0.9319046,0.00007755933,0.005129127,0.0001440527,0.001560734],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2742476,"threshold_uncertainty_score":0.9997205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009525735249349979,"score_gpt":0.3053051325664115,"score_spread":0.2957793973170615,"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."}}