{"id":"W3169562048","doi":"10.2139/ssrn.3264981","title":"Chinese Newborn Screening for G6PD Deficiency, with Activity and Gene","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Newborn Screening Ontario","funders":"","keywords":"Genetics; Gene; Newborn screening; Biology; Medicine; Traditional 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":[],"consensus_categories":[],"category_scores_codex":[0.0005374058,0.0001206052,0.0001627105,0.00004212568,0.0002615928,0.00001624149,0.00006138042,0.00006221835,0.000007622818],"category_scores_gemma":[0.00004754879,0.00007786819,0.00004119833,0.0001186817,0.00009460498,0.00006977104,0.0000164263,0.0006872126,0.000001781786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000167463,"about_ca_system_score_gemma":0.001510329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004398996,"about_ca_topic_score_gemma":0.0002618725,"domain_scores_codex":[0.9982462,0.00001017417,0.0001148049,0.0001774622,0.0001654514,0.001285897],"domain_scores_gemma":[0.999476,0.00002680543,0.00008157647,0.0001062126,0.0001172678,0.0001922055],"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":[0.00712657,0.0002004015,0.03770237,0.0002080842,0.0001468171,0.00001980704,0.0001284618,5.586627e-7,0.1073693,0.0007864183,0.00009679435,0.8462144],"study_design_scores_gemma":[0.05882648,0.06879197,0.352596,0.00110111,0.001185852,0.1196718,0.003458545,0.003712628,0.2909284,0.07261804,0.02438913,0.002720114],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470042,0.002087115,0.0494325,0.0009377725,0.00003636552,0.0001737373,0.000003681686,0.00001777003,0.0003068793],"genre_scores_gemma":[0.9931546,0.0004490311,0.004714806,0.000197722,0.0007960472,0.000004558677,0.000003994198,0.00001644586,0.0006628004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8434943,"threshold_uncertainty_score":0.3175372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009062272158580697,"score_gpt":0.2966435695005539,"score_spread":0.2875812973419732,"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."}}