{"id":"W2740718455","doi":"10.1136/bmjgh-2017-000365","title":"Postnatal gestational age estimation using newborn screening blood spots: a proposed validation protocol","year":2017,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newborn Screening Ontario; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Gestational age; Protocol (science); Obstetrics; Estimation; Pregnancy; Gestation; Pediatrics; Pathology; Biology; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1017385,0.001823177,0.001125432,0.001512649,0.00164825,0.002313223,0.00426896,0.0030299,0.007828168],"category_scores_gemma":[0.1451995,0.001059789,0.002116421,0.001061091,0.00156613,0.001119555,0.002617332,0.002584988,0.003176357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002238358,"about_ca_system_score_gemma":0.01482805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003851477,"about_ca_topic_score_gemma":0.00305501,"domain_scores_codex":[0.9581,0.02765129,0.00471152,0.002872239,0.006070535,0.0005944332],"domain_scores_gemma":[0.9063267,0.03638251,0.005680876,0.01242687,0.03798401,0.001199077],"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":[0.01548656,0.006728491,0.1288712,0.005545256,0.001341257,0.001226713,0.002113294,0.1273129,0.01915815,0.03176363,0.05638006,0.6040724],"study_design_scores_gemma":[0.00866213,0.02173069,0.121891,0.004905187,0.001644601,0.002726305,0.001324364,0.5683165,0.04908875,0.02745199,0.1915265,0.0007319963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.04697327,0.0004909269,0.689662,0.001741264,0.0004063123,0.2418552,0.009711402,0.001375532,0.007784169],"genre_scores_gemma":[0.07635824,0.0004343404,0.6447534,0.0007885276,0.0001074708,0.2653778,0.009940607,0.0001043474,0.002135279],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1017385,"threshold_uncertainty_score":0.5380512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06493144524878537,"score_gpt":0.4478187902873648,"score_spread":0.3828873450385794,"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."}}