{"id":"W4361005368","doi":"10.3390/ijns9020018","title":"Secondary Reporting of G6PD Deficiency on Newborn Screening","year":2023,"lang":"en","type":"article","venue":"International Journal of Neonatal Screening","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Galactosemia; Newborn screening; Pediatrics; Medicine; Glucose-6-phosphate dehydrogenase deficiency; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001115172,0.0001484706,0.000377986,0.0004150867,0.0000638899,0.00002095194,0.0003147358,0.00009484182,0.0001922738],"category_scores_gemma":[0.001394388,0.0001257283,0.0002838026,0.0003358776,0.00006782104,0.0001743314,0.0001152789,0.0005717297,0.00001446802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005297412,"about_ca_system_score_gemma":0.0002598186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004523819,"about_ca_topic_score_gemma":0.000001942487,"domain_scores_codex":[0.9965695,0.00002195195,0.001734754,0.0001909254,0.001208147,0.0002747614],"domain_scores_gemma":[0.9965294,0.000189248,0.002210908,0.0001472806,0.0006919982,0.00023118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001270465,0.00005329332,0.01371231,0.0001043508,0.0001166966,0.002553838,0.0001388413,0.0001749132,0.01300917,0.00005446427,0.001267504,0.9675441],"study_design_scores_gemma":[0.01261967,0.003503203,0.4945821,0.009168893,0.0002238832,0.02559644,0.004974371,0.004163099,0.2109835,0.0009293368,0.2323734,0.0008820816],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566029,0.0008495002,0.0341381,0.003197352,0.0008752532,0.0001419939,0.00005940987,0.00006439684,0.004071059],"genre_scores_gemma":[0.9530761,0.00007352886,0.04498008,0.0004913964,0.0008247904,0.000001345865,0.00006204839,0.00002366931,0.000467013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.966662,"threshold_uncertainty_score":0.512705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04948133647888751,"score_gpt":0.3618269055308286,"score_spread":0.3123455690519411,"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."}}