{"id":"W4321485197","doi":"10.1017/9781108975780.083","title":"Breast Cancer in Pregnancy","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Obstetrics; Pregnancy; Breast cancer; Gestation; Tertiary care; Gynecology; Obstetrics and gynaecology; Aneuploidy; Prenatal care; Cancer; General surgery; Internal medicine; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003378311,0.0003181116,0.0005280736,0.0003055483,0.00005562276,0.00001312264,0.0001831132,0.0003683603,0.00003720888],"category_scores_gemma":[0.000002161765,0.0003510852,0.0002226233,0.00001728217,0.0001369576,0.00004362845,0.0001877991,0.0005863432,0.00002923342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005178552,"about_ca_system_score_gemma":0.0002812916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543099,"about_ca_topic_score_gemma":0.0001242079,"domain_scores_codex":[0.998771,0.00001046791,0.0001801199,0.0004835736,0.0002580475,0.0002968441],"domain_scores_gemma":[0.9991235,0.00002608448,0.0001277296,0.0004309174,0.0001003009,0.0001914579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001482522,0.00006985564,0.001696989,0.001527225,0.0008804643,0.009417705,0.000313198,0.00001316051,0.0001137871,0.8090699,0.09652202,0.07889316],"study_design_scores_gemma":[0.002830028,0.00007809296,0.01098238,0.006286537,0.0005957923,0.0001058399,0.0000480288,0.00004420288,0.00006999564,0.000007423993,0.9782404,0.0007113211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004352924,0.0004253292,0.000006617551,0.00006993332,0.0003930362,0.0005945781,0.001638189,0.0001739517,0.9962631],"genre_scores_gemma":[0.003342778,0.001890381,0.000004785253,0.00003900191,0.0001727578,0.000002426539,0.00005201283,0.00008295922,0.9944129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8817183,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083064872279203,"score_gpt":0.2406162204899866,"score_spread":0.2097855717671946,"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."}}