{"id":"W6983701236","doi":"","title":"New Advances in Capillary Electrophoresis for Biomonitoring in Population Health and Newborn Screening of Cystic Fibrosis","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomonitoring; Epidemiology; Cystic fibrosis; Population; Biomarker; Urine; Newborn screening; Cotinine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004516619,0.0001461201,0.0002072101,0.0001583029,0.00007155402,0.000006764176,0.0001242867,0.0001166202,0.000142914],"category_scores_gemma":[0.000007411846,0.0001917488,0.00004799882,0.0003042425,0.000009664154,0.00001233971,0.00003794895,0.0001130487,4.570408e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042738,"about_ca_system_score_gemma":0.0001054334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000659553,"about_ca_topic_score_gemma":0.002920865,"domain_scores_codex":[0.9991831,0.00003353751,0.0001875872,0.0003304982,0.00006111967,0.0002041908],"domain_scores_gemma":[0.9996127,0.00001293669,0.000186998,0.0001163903,0.00002061805,0.00005030329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008928297,0.00003166198,0.005787404,0.0002879251,0.00001778493,0.000001316016,0.0001443509,0.0003244453,0.234157,0.0002571008,0.0001221409,0.7579761],"study_design_scores_gemma":[0.001671921,0.001236096,0.007971733,0.0003594001,0.00004278405,0.000002786623,0.002909757,0.0000933284,0.1132892,0.0005161724,0.8712995,0.0006073189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6552427,0.09639044,0.2336657,0.0002218502,0.0002892608,0.004828201,0.0003067578,0.000104472,0.008950534],"genre_scores_gemma":[0.2667589,0.04663583,0.4932166,0.0001816539,0.0004053644,0.00013242,0.01645155,0.000342615,0.1758751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8711774,"threshold_uncertainty_score":0.781929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005819698277970194,"score_gpt":0.2786027236596466,"score_spread":0.2727830253816764,"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."}}