{"id":"W4387080151","doi":"10.1097/ede.0000000000001645","title":"Validation of Parent-reported Gestational Age Categories for Children Less Than 6 Years of Age","year":2023,"lang":"en","type":"article","venue":"Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Hospital for Sick Children; Public Health Ontario; SickKids Foundation; University of Toronto; McMaster University; Institute for Clinical Evaluative Sciences; Impact","funders":"","keywords":"Gestational age; Medicine; Obstetrics; Pregnancy; Biology","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":[0.026156,0.0006754796,0.0006761792,0.002692385,0.0006640532,0.001014196,0.001787058,0.0008699674,0.001551989],"category_scores_gemma":[0.06572329,0.0004288255,0.001765879,0.00206775,0.0009164792,0.0008000848,0.001246211,0.0008731289,0.0006050469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036951,"about_ca_system_score_gemma":0.002249157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02693421,"about_ca_topic_score_gemma":0.02610043,"domain_scores_codex":[0.9847782,0.006275745,0.002747853,0.002310566,0.003279547,0.0006080242],"domain_scores_gemma":[0.9387321,0.01715934,0.02320057,0.00747607,0.01243802,0.0009938576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001195732,0.00002511361,0.994418,0.0001056578,0.0001144252,0.00003047869,0.0004400781,0.000153879,0.0001344977,0.00009178181,0.0004842356,0.003882201],"study_design_scores_gemma":[0.00002596434,0.0001390198,0.9952466,0.0002317261,0.0001020176,0.000231863,0.0003519192,0.001048615,0.0005302387,0.0001405392,0.001936342,0.00001515308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595338,0.002505842,0.01415138,0.0004626156,0.0003190199,0.001175434,0.0155304,0.0001882851,0.006133228],"genre_scores_gemma":[0.9775869,0.0004957588,0.01298951,0.0001661454,0.00005118845,0.001114614,0.007010936,0.00003701534,0.0005479629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02693421,"threshold_uncertainty_score":0.1383278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1411247970409278,"score_gpt":0.394866260122978,"score_spread":0.2537414630820502,"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."}}