{"id":"W2911452052","doi":"10.1158/1538-7755.disp17-b81","title":"Abstract B81: Changing fertility factors affecting breast cancer in the Bahamas","year":2018,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Breast cancer; Medicine; Ovarian cancer; Menarche; Gynecology; Demography; Obstetrics; Ethnic group; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003126176,0.0002900295,0.0005863861,0.0002461742,0.0002369437,0.00001225619,0.000186281,0.0002722006,0.001099078],"category_scores_gemma":[0.0003047973,0.0001973115,0.0002938148,0.0005361254,0.0003511925,0.0001601637,0.00005387708,0.0003946689,0.00001852364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555876,"about_ca_system_score_gemma":0.0001864481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005968046,"about_ca_topic_score_gemma":0.005497974,"domain_scores_codex":[0.9973624,0.0004951443,0.0006399751,0.0005959356,0.0001620685,0.0007444975],"domain_scores_gemma":[0.9984174,0.0005739458,0.0003615893,0.0004180952,0.00009784809,0.0001310903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005115953,0.00008110002,0.9377818,0.00009215245,0.0002071114,0.000004453577,0.001216643,0.000006270462,0.001287175,0.00001470101,0.001585452,0.05721159],"study_design_scores_gemma":[0.00079029,0.0001034156,0.9950579,0.0005379291,0.0001363081,0.00001373178,0.001069853,0.0001844346,0.0004294362,0.000397638,0.001088623,0.0001903974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881641,0.00369652,0.0003225488,0.005160781,0.001385211,0.0007725162,0.00005534359,0.00007079398,0.0003721507],"genre_scores_gemma":[0.9975073,0.0005081159,0.00006967382,0.0008999134,0.0006903408,0.0001355464,0.00004552554,0.00002737892,0.0001161828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05727618,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07539301588554574,"score_gpt":0.4051220676612156,"score_spread":0.3297290517756698,"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."}}