{"id":"W2133134511","doi":"10.1093/aje/kwr332","title":"Female Reproductive Factors, Gene Polymorphisms in the Estrogen Metabolism Pathway, and Risk of Lung Cancer in Chinese Women","year":2012,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Changi General Hospital; DNA Genotek","keywords":"Lung cancer; Estrogen; Medicine; Gene; Cancer; Genetics; Internal medicine; Physiology; Biology; Oncology; Bioinformatics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002025483,0.0001197268,0.0008156047,0.0001690146,0.00002390869,0.000001126942,0.00007738415,0.00003235316,0.00002911785],"category_scores_gemma":[0.001297865,0.00006236423,0.00007990284,0.0002876268,0.000265382,0.00009172323,0.00001851045,0.0002522896,1.880803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001451242,"about_ca_system_score_gemma":0.0001376622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004972968,"about_ca_topic_score_gemma":0.00006781443,"domain_scores_codex":[0.9981661,0.0007358873,0.0005722829,0.0001380851,0.00008258619,0.0003050348],"domain_scores_gemma":[0.998024,0.0008033622,0.000803452,0.0001896237,0.00005859185,0.0001209484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001646638,0.0001373134,0.9758437,0.000004431447,0.0003486522,0.000008831529,0.01587041,0.00006223295,0.0003588306,0.0001049846,0.00001760005,0.007078301],"study_design_scores_gemma":[0.0008046225,0.0003197501,0.9951621,0.00002335859,0.0001978123,0.0001278899,0.002725278,0.00001143994,0.0001159419,0.0002247637,0.0002358546,0.00005124803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770011,0.02146121,0.00004578609,0.001116904,0.0001436707,0.0001583378,0.00003411538,0.000001740017,0.00003708193],"genre_scores_gemma":[0.9950291,0.003155077,0.001194712,0.000306435,0.0002654245,0.00002217342,0.000003031416,0.000009367417,0.00001470396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0193183,"threshold_uncertainty_score":0.7517673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011930608470826,"score_gpt":0.3616707406670964,"score_spread":0.3415514345823881,"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."}}