{"id":"W4221000033","doi":"10.3390/ijns8020026","title":"Need and Viability of Newborn Screening Programme in India: Report from a Pilot Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Neonatal Screening","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vision Group on Science and Technology; Grand Challenges Canada; Government of Canada","keywords":"Medicine; Newborn screening; Environmental health; Population; Incidence (geometry); Family medicine; Pediatrics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0008198601,0.0001041747,0.0002002464,0.0001434919,0.00004062405,0.00002287863,0.0003643209,0.00002385343,0.00006535502],"category_scores_gemma":[0.0002376653,0.00010435,0.00006487659,0.0001056446,0.00005162558,0.0000134046,0.0003949906,0.0001994742,1.064842e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006889444,"about_ca_system_score_gemma":0.00007111758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006624137,"about_ca_topic_score_gemma":0.00009714504,"domain_scores_codex":[0.998408,0.0001318931,0.0005818211,0.0002098856,0.0005332619,0.0001351506],"domain_scores_gemma":[0.9991451,0.00003693656,0.000443787,0.0001371981,0.0001690557,0.00006793797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001552377,0.0004195843,0.6829879,0.000003040645,0.0002864134,0.0003531284,0.0004089533,0.0007943832,0.01523278,0.000007176789,0.00007017166,0.2978841],"study_design_scores_gemma":[0.003804646,0.001798149,0.9613807,0.00002250116,0.0000360024,0.0004384375,0.005626107,0.0001496277,0.00147264,0.0002300056,0.02487649,0.0001647056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733602,0.001000382,0.02500068,0.0001408911,0.0002164182,0.0001702836,0.0000409197,0.000002125717,0.00006809068],"genre_scores_gemma":[0.9773047,0.00002137025,0.0223587,0.0000599227,0.0001489687,0.000009034763,0.00006183437,0.0000106332,0.00002481917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2977194,"threshold_uncertainty_score":0.4255268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851840847172547,"score_gpt":0.2754028092150536,"score_spread":0.2568844007433281,"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."}}