{"id":"W1514739760","doi":"10.1093/pch/14.7.433","title":"Educational services for hospitalized children","year":2009,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002083971,0.0001549269,0.0003138362,0.0001140818,0.0003396276,0.00001028402,0.00009386036,0.00006010801,0.00004289562],"category_scores_gemma":[0.00006064742,0.0001341253,0.0001540414,0.0002853042,0.00001613898,0.00006390223,0.00001635941,0.000144137,0.00001886811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006768899,"about_ca_system_score_gemma":0.0002037698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004830469,"about_ca_topic_score_gemma":0.000008213379,"domain_scores_codex":[0.9988039,0.00001228133,0.0003267554,0.0002774057,0.0002149232,0.0003647336],"domain_scores_gemma":[0.9992821,0.00003965106,0.0001381954,0.0001610922,0.0001750146,0.0002040116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645664,0.0009165407,0.6378341,0.0006830483,0.0001758653,8.621332e-7,0.00221422,0.000001981032,0.000006340848,0.02040208,0.3184006,0.01919988],"study_design_scores_gemma":[0.001299083,0.0005857049,0.9741115,0.00005463957,0.00007795022,0.00001327579,0.00007307528,0.00001138666,0.000006281015,0.002598376,0.02101819,0.0001505239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.520658,0.07451463,0.0001589565,0.3827292,0.001490288,0.00303027,0.0003455728,0.0002410654,0.01683196],"genre_scores_gemma":[0.9410053,0.01783876,0.004389221,0.03104343,0.004584071,0.00005458707,0.0007549884,0.00002712863,0.00030254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4203473,"threshold_uncertainty_score":0.5469472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008743875780510606,"score_gpt":0.3057974565518514,"score_spread":0.2970535807713408,"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."}}