{"id":"W6976838831","doi":"10.60692/9tzda-jdx76","title":"Postnatal gestational age estimation using newborn screening blood spots: a proposed validation protocol","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newborn Screening Ontario; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"","keywords":"Gestational age; Newborn screening; Population; Cohort; Estimation; Protocol (science); Pregnancy","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":[0.1043023,0.001936481,0.001175015,0.001612791,0.001706457,0.002608255,0.004493262,0.002987426,0.009199563],"category_scores_gemma":[0.1429584,0.001170914,0.002071176,0.001131085,0.00161026,0.001154838,0.002837926,0.002621338,0.003621309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250571,"about_ca_system_score_gemma":0.01487622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003520602,"about_ca_topic_score_gemma":0.002731695,"domain_scores_codex":[0.9575349,0.02749531,0.005212378,0.002861981,0.006278133,0.0006172774],"domain_scores_gemma":[0.8984694,0.03879811,0.006269719,0.01334719,0.04185571,0.001259856],"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":[0.0146118,0.006696281,0.1107501,0.00661679,0.001246993,0.001168964,0.002018053,0.1103797,0.01923418,0.03053471,0.05046742,0.6462749],"study_design_scores_gemma":[0.00944734,0.02488542,0.1185323,0.006660447,0.001786668,0.003170261,0.001435238,0.5086949,0.0581468,0.03092403,0.2354853,0.0008313669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.04373887,0.0005794644,0.66263,0.00166432,0.0003982957,0.2716788,0.009914937,0.001459757,0.007935536],"genre_scores_gemma":[0.06692015,0.0004951203,0.6270609,0.0007867186,0.0001108603,0.292136,0.01021111,0.0001129546,0.002166154],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1043023,"threshold_uncertainty_score":0.5516098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715343455418993,"score_gpt":0.251261480352806,"score_spread":0.2141080457986161,"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."}}