{"id":"W1512946145","doi":"10.1017/cbo9780511544682","title":"A Clinical Guide to Inherited Metabolic Diseases","year":2005,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Intensive care medicine; Newborn screening; Medicine; Metabolic acidosis; Disease; Metabolic disease; Bioinformatics; Pediatrics; Pathology; Biology; Internal 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":[0.0001467277,0.000440452,0.0005883753,0.00013081,0.0001090021,0.00003739286,0.0007964469,0.0005493964,0.000008017748],"category_scores_gemma":[0.00007969833,0.000511979,0.0004622764,0.00002279668,0.0002227845,0.000003336411,0.0007182943,0.0002479856,0.00003936319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001590391,"about_ca_system_score_gemma":0.0005548881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003967448,"about_ca_topic_score_gemma":0.00000984377,"domain_scores_codex":[0.9978966,0.0001691251,0.0003762807,0.0009040037,0.0002470587,0.0004069398],"domain_scores_gemma":[0.9980819,0.0000219551,0.0001841346,0.001020103,0.0001870062,0.0005049503],"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":[0.0002224903,0.00005846223,0.00006603792,0.00003619195,0.000333543,0.00003590042,0.00000913018,0.00001044947,0.0003846413,0.01095301,0.9726764,0.01521373],"study_design_scores_gemma":[0.0009690512,0.00009122903,0.00156003,0.00003464996,0.0004417928,0.000004677717,0.00001731928,0.000004662991,0.0002890498,8.303377e-7,0.9960181,0.0005686601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003009635,0.004317889,0.000817229,0.00003049462,0.0004745778,0.000650677,0.0009025124,0.00005676041,0.9897403],"genre_scores_gemma":[0.0001799508,0.001698425,0.0006827924,0.0008952447,0.00123201,0.000004000437,0.0006741222,0.0000696658,0.9945638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02334163,"threshold_uncertainty_score":0.9997332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419633209185378,"score_gpt":0.2607692714769621,"score_spread":0.2465729393851083,"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."}}