{"id":"W2989259898","doi":"10.7554/elife.42627.014","title":"Author response: External validation of postnatal gestational age estimation using newborn metabolic profiles in Matlab, Bangladesh","year":2019,"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":"Newborn Screening Ontario; University of Ottawa; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"","keywords":"Medicine; Gestational age; Cord blood; Heel; Estimation; Population; Obstetrics; Pediatrics; Pregnancy; Internal medicine; Environmental health","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":[0.0165561,0.0005517845,0.0006461728,0.000652319,0.0009929328,0.001387957,0.0009451452,0.002861775,0.02823973],"category_scores_gemma":[0.1522259,0.0002422661,0.0005788677,0.0009871385,0.0009674573,0.0009327471,0.002015037,0.002065784,0.01258549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792579,"about_ca_system_score_gemma":0.003216527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117028,"about_ca_topic_score_gemma":0.009963385,"domain_scores_codex":[0.9889635,0.005755708,0.001561668,0.0010336,0.002176842,0.0005087644],"domain_scores_gemma":[0.9193692,0.03149275,0.006707492,0.00520831,0.03521318,0.002009066],"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":[0.001366598,0.00008512444,0.07882371,0.001771369,0.0001470788,0.0005051231,0.00209474,0.0004795244,0.00103839,0.0009924229,0.861683,0.05101285],"study_design_scores_gemma":[0.000700784,0.0009154698,0.1439911,0.004748036,0.0003019417,0.0007596825,0.01727895,0.001811434,0.004455937,0.002310158,0.8224126,0.0003140546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1685136,0.006303871,0.00985573,0.5250282,0.05126392,0.002696706,0.1390024,0.001850751,0.09548499],"genre_scores_gemma":[0.5604166,0.004366198,0.009864042,0.3210934,0.005781534,0.005583851,0.02395927,0.001038578,0.06789646],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02823973,"threshold_uncertainty_score":0.09447128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05001749517145503,"score_gpt":0.3506867287411571,"score_spread":0.300669233569702,"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."}}