{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001278998,0.0002102231,0.0005223294,0.0001304047,0.00005070259,0.00001874241,0.00008838416,0.00008435098,0.0007869308],"category_scores_gemma":[0.00001876511,0.0001800863,0.0001097194,0.0002224891,0.00004688022,0.00006360005,0.00004901311,0.0002558265,0.00000329192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933384,"about_ca_system_score_gemma":0.0001913211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05796662,"about_ca_topic_score_gemma":0.004894969,"domain_scores_codex":[0.9984749,0.00002604672,0.0003292885,0.0004603418,0.0004135285,0.0002958955],"domain_scores_gemma":[0.9991369,0.00004488062,0.0002295555,0.0003828202,0.00004788079,0.0001579274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005617805,0.0001508387,0.9960558,0.0001890947,0.0003056041,0.00001028386,0.0001664434,0.00006540729,0.0003379938,0.000003617869,0.00009858115,0.002054543],"study_design_scores_gemma":[0.003135487,0.0003811681,0.9903776,0.000352124,0.0004225631,0.000003965716,0.0000532568,0.0006744912,0.004372137,0.00000569536,0.00002535628,0.0001961455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957123,0.00203073,0.00005049117,0.000282621,0.0002906621,0.001359734,0.000146259,0.00005156059,0.00007563372],"genre_scores_gemma":[0.9988844,0.0002866764,0.00005906241,0.0001178201,0.0002577966,0.0001339782,0.00003592347,0.00003586312,0.0001884684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05307165,"threshold_uncertainty_score":0.9483064,"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."}}