{"id":"W2890802023","doi":"10.1159/000493128","title":"Breast Cancer in Pregnancy: A Retrospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"Gynecologic and Obstetric Investigation","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pregnancy; Retrospective cohort study; Obstetrics; Breast cancer; Gynecology; Malignancy; Cancer; Cohort; Gestation; Cohort study; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001535884,0.0001192546,0.0002643523,0.0001903659,0.00008691414,0.00001629502,0.00003712513,0.00009301124,0.0002728311],"category_scores_gemma":[0.0002475855,0.00009308143,0.00002245914,0.0008243618,0.0001820325,0.00009075402,0.00002974828,0.0001534523,0.00001173723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004108602,"about_ca_system_score_gemma":0.000114973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048888,"about_ca_topic_score_gemma":0.0008107359,"domain_scores_codex":[0.9990446,0.00004324672,0.000208488,0.0003275466,0.0001861335,0.000189983],"domain_scores_gemma":[0.9994575,0.00007551989,0.0000872466,0.000140221,0.0001396711,0.00009987854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000239712,0.000092955,0.9865513,0.0000133135,0.00002518398,0.00001561659,0.0009705391,9.219269e-7,0.00005889908,0.00006705015,0.0001270375,0.01205322],"study_design_scores_gemma":[0.001292775,0.0006359166,0.9966409,0.00007525188,0.00006608315,0.00001387067,0.000406712,0.0002053227,0.00007060915,0.0004504394,0.0000360051,0.0001061716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962238,0.0006136129,0.00000542974,0.000270794,0.0003803857,0.001107858,0.00001396434,0.0000447592,0.00133939],"genre_scores_gemma":[0.9989329,0.0002235508,0.00004515049,0.00019455,0.0001150158,0.0001399616,0.000005881245,0.000009005194,0.0003339577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194705,"threshold_uncertainty_score":0.3795751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902601067052468,"score_gpt":0.2771939758854224,"score_spread":0.2581679652148978,"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."}}