{"id":"W3178599166","doi":"10.3390/books978-3-03921-967-4","title":"Diagnosis and Management of Pediatric Diseases","year":2019,"lang":"en","type":"book","venue":"","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Universiteit Maastricht; National Research Foundation; University of Alberta; Scuola Internazionale Superiore di Studi Avanzati; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Neonatology; Medicine; Pediatrics; Intensive care medicine; History; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003329729,0.0006242605,0.0004314581,0.0009003116,0.0004350008,0.0011407,0.0004848586,0.0007700836,0.02202791],"category_scores_gemma":[0.001460983,0.0002208819,0.0003252491,0.0006507213,0.0004580358,0.0009722799,0.0009330391,0.002472644,0.01221926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005528722,"about_ca_system_score_gemma":0.000626241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009276757,"about_ca_topic_score_gemma":0.002686093,"domain_scores_codex":[0.9997696,0.00005482601,0.00001669615,0.00002542619,0.0001123125,0.00002111698],"domain_scores_gemma":[0.9997084,0.0001287653,0.00003110057,0.00001384346,0.00006560855,0.00005220001],"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":[0.00001840317,0.00003921633,0.0005110697,0.0003796397,0.00000811216,0.002037612,0.0003301813,0.0002838123,0.0008233793,0.01100202,0.6324995,0.352067],"study_design_scores_gemma":[0.00000342498,0.00001769186,0.0006990316,0.0005839761,0.000003694514,0.01042255,0.0001084273,0.00008049173,0.0001389321,0.004220493,0.9837135,0.000007794421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00297014,0.4902551,0.01663814,0.03209943,0.02574504,0.0001565597,0.0007308134,0.000866378,0.4305384],"genre_scores_gemma":[0.02343644,0.4260931,0.03640631,0.02482205,0.01820046,0.0002740245,0.00123764,0.0004208729,0.4691091],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02202791,"threshold_uncertainty_score":0.07369071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006711905006473662,"score_gpt":0.2233196423481304,"score_spread":0.2166077373416568,"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."}}