{"id":"W3136241941","doi":"10.3390/ijns7010018","title":"Neonatal Urine Screening Program in the Province of Quebec: Technological Upgrade from Thin Layer Chromatography to Tandem Mass Spectrometry","year":2021,"lang":"en","type":"article","venue":"International Journal of Neonatal Screening","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Faculty of Medicine and Health, University of Sydney; R. Howard Webster Foundation","keywords":"Urine; Newborn screening; Medicine; Dried blood; Urea cycle; Pediatrics; Chromatography; Internal medicine; Chemistry; Amino acid; Biochemistry; Arginine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00191202,0.0003754534,0.0001845594,0.00098281,0.0009806233,0.0004652499,0.0006241008,0.0003111802,0.001449796],"category_scores_gemma":[0.001742712,0.0001374684,0.0001686499,0.0007950323,0.0003829726,0.0002051399,0.0003610298,0.0003072722,0.0002907728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008821397,"about_ca_system_score_gemma":0.01406418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8908826,"about_ca_topic_score_gemma":0.8866277,"domain_scores_codex":[0.9986681,0.0004020628,0.00004055507,0.0001784595,0.0005591112,0.0001518116],"domain_scores_gemma":[0.9987022,0.0001013936,0.0001111954,0.00003588113,0.0008906556,0.0001586611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001550003,0.001017496,0.4478745,0.0005813831,0.0001738213,0.001484568,0.001202056,0.002932278,0.1514367,0.001054229,0.009788435,0.3809044],"study_design_scores_gemma":[0.0001944104,0.002240557,0.9093267,0.0001496091,0.0001460365,0.001027155,0.0008280618,0.008936145,0.04111174,0.000115925,0.03581283,0.0001108304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641302,0.004062989,0.01410417,0.001661186,0.00009352942,0.001628743,0.003826883,0.0006867265,0.009805464],"genre_scores_gemma":[0.95125,0.002364113,0.03355218,0.0008930648,0.00003191869,0.0004472586,0.00191822,0.00003820032,0.009505234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1091174,"threshold_uncertainty_score":0.2195201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073052757782321,"score_gpt":0.2695626721432069,"score_spread":0.2588321445653837,"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."}}