{"id":"W2984984506","doi":"10.7554/elife.42627.013","title":"Decision letter: External validation of postnatal gestational age estimation using newborn metabolic profiles in Matlab, Bangladesh","year":2018,"lang":"en","type":"peer-review","venue":"","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Gestational age; Cord blood; Heel; Estimation; Population; Obstetrics; Pediatrics; Pregnancy; Environmental health; Internal 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":[0.0134575,0.0004033333,0.001163711,0.0008499062,0.001710977,0.003052913,0.002445876,0.01695004,0.01567403],"category_scores_gemma":[0.1222394,0.0003743352,0.001033078,0.0008277766,0.001461111,0.001801042,0.00151242,0.008237571,0.01072363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002379281,"about_ca_system_score_gemma":0.005888698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861793,"about_ca_topic_score_gemma":0.004272432,"domain_scores_codex":[0.992997,0.002403431,0.001568393,0.00059637,0.001883508,0.0005514584],"domain_scores_gemma":[0.9383731,0.0248778,0.002851197,0.002881259,0.02560426,0.005412386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002430249,0.00003951941,0.001932063,0.000178967,0.00002663892,0.000653692,0.0001330143,0.00008477966,0.0001697192,0.002020749,0.976078,0.01843978],"study_design_scores_gemma":[0.0003546221,0.0001503995,0.003502419,0.001570833,0.00008047029,0.0008033376,0.0005808877,0.001428124,0.0007988047,0.008085446,0.9825627,0.00008207597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006637178,0.001172931,0.001954003,0.8740888,0.09587099,0.0007559519,0.003136742,0.0003365563,0.01604692],"genre_scores_gemma":[0.04774886,0.002237351,0.006876412,0.8667168,0.0440204,0.001289099,0.001629508,0.000239171,0.02924242],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01695004,"threshold_uncertainty_score":0.07117093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457274729584085,"score_gpt":0.3272897567920127,"score_spread":0.2927170094961719,"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."}}