{"id":"W4390840255","doi":"10.1186/s12887-023-04393-4","title":"Assessing the quality and value of metabolic chart data for capturing core outcomes for pediatric medium-chain acyl-CoA dehydrogenase (MCAD) deficiency","year":2024,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newborn Screening Ontario; Queen's University; Alberta Children's Hospital; BC Children's Hospital; University of British Columbia; University of Alberta; Janeway Children's Health and Rehabilitation Centre; McMaster University; McGill University Health Centre; McMaster Children's Hospital; London Health Sciences Centre; Children's Hospital of Eastern Ontario; University of Manitoba; Dalhousie University; University of Ottawa; Izaak Walton Killam Health Centre; Hamilton Health Sciences; Ottawa Hospital; Centre Hospitalier Universitaire Sainte-Justine; Bruyère; SickKids Foundation; Université de Sherbrooke; Hospital for Sick Children; Western University; Memorial University of Newfoundland; University of Toronto; University of Calgary; Health Sciences Centre; Kingston Health Sciences Centre; Stollery Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Emergency department; Pediatrics; Cohort; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001816181,0.0002358817,0.0003254108,0.0001055956,0.0001608785,0.0001054998,0.0005578155,0.0001559079,0.00000299035],"category_scores_gemma":[0.001493987,0.0001706193,0.0001710403,0.0002457364,0.00008455476,0.00002128367,0.0003358135,0.00008838939,0.000001126915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002201237,"about_ca_system_score_gemma":0.0003799583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003287038,"about_ca_topic_score_gemma":0.00004096582,"domain_scores_codex":[0.9981529,0.00008226718,0.000516623,0.0006281537,0.0002586663,0.000361413],"domain_scores_gemma":[0.9983885,0.0004291104,0.0001823499,0.0007994016,0.0001037362,0.00009685213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002599581,0.0006632325,0.8750929,0.01076378,0.0004237581,0.000004324009,0.0014342,0.001136677,0.04245045,0.02923426,0.01650411,0.02203238],"study_design_scores_gemma":[0.01010914,0.0006080692,0.675953,0.00006004778,0.008724016,0.00005491245,0.00564249,0.02847935,0.03964313,0.01256682,0.21415,0.004009101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8873327,0.07082387,0.03919156,0.0002259014,0.0006907383,0.0007393607,0.0009288666,0.00001944715,0.00004760902],"genre_scores_gemma":[0.9846601,0.004619363,0.008407443,0.0001833878,0.001231429,0.0001062025,0.0006148723,0.00004858386,0.000128545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991399,"threshold_uncertainty_score":0.6957653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08899187445428332,"score_gpt":0.3841946911160065,"score_spread":0.2952028166617232,"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."}}