{"id":"W2978983777","doi":"10.1093/jncics/pkz077","title":"Prenatal Biochemical Screening and a Woman’s Long-Term Risk of Cancer: A Population-Based Cohort Study","year":2019,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Ontario Stroke Network; North York General Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Ministry of Health, Ontario","keywords":"Medicine; Cohort; Term (time); Population; Cohort study; Obstetrics; Pediatrics; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000605612,0.0003020919,0.000335136,0.0005437896,0.0007890426,0.0006573394,0.000613336,0.0006541717,0.001231021],"category_scores_gemma":[0.001697172,0.000564563,0.0006488072,0.001243225,0.0003275612,0.0004205742,0.0005000875,0.0008778964,0.0002048428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009692245,"about_ca_system_score_gemma":0.001150944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1542201,"about_ca_topic_score_gemma":0.1400061,"domain_scores_codex":[0.9995856,0.00007068505,0.00003042325,0.0001262596,0.00008559778,0.0001016031],"domain_scores_gemma":[0.9989758,0.0001153451,0.0003285294,0.0001633159,0.0001679248,0.0002491673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005654642,0.00002223273,0.9992053,0.000003548796,0.00006423732,0.000076753,0.00009492981,0.00001297895,0.0000970258,0.000009739157,0.00008154559,0.0002750996],"study_design_scores_gemma":[0.00001244021,0.00006195593,0.9991285,0.00000783565,0.00006066091,0.0001983068,0.0001800688,0.0001364493,0.00002051014,0.00001144079,0.0001774426,0.000004299491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985359,0.0002039368,0.00007883459,0.00006565966,0.000006351181,0.00001391508,0.0008149065,0.000003163945,0.0002774324],"genre_scores_gemma":[0.9989384,0.0002082288,0.000101594,0.00004048056,0.000006980722,0.0000148643,0.0004594417,0.00000201695,0.0002280934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542201,"threshold_uncertainty_score":0.3066449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00960679583346581,"score_gpt":0.2981308560709273,"score_spread":0.2885240602374615,"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."}}