{"id":"W4394963060","doi":"10.3390/curroncol31040171","title":"Impact of Pregnancy on Breast Cancer Features and Prognosis","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Breast cancer; Univariate analysis; Multivariate analysis; Gynecology; Grading (engineering); Obstetrics; Cohort; Cancer; Internal medicine; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005354117,0.0001810471,0.0001906942,0.00051285,0.0002114661,0.0003725094,0.000136499,0.000243298,0.001298027],"category_scores_gemma":[0.003555835,0.0001029731,0.0002324897,0.0004171573,0.0002791404,0.0002317324,0.0002645126,0.0002509962,0.0001807025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394868,"about_ca_system_score_gemma":0.000279104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219721,"about_ca_topic_score_gemma":0.001471486,"domain_scores_codex":[0.9996449,0.0001229813,0.00003309361,0.00004782335,0.00006847877,0.00008266089],"domain_scores_gemma":[0.9982938,0.0007798742,0.0005544471,0.00006968575,0.00008939639,0.000212818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001364993,0.000006154503,0.9947959,0.000008336242,0.00001596005,0.0006216761,0.0000316503,0.00005156179,0.0001930206,0.00001447309,0.00004218163,0.004082651],"study_design_scores_gemma":[0.000002783614,0.0001254202,0.9933323,0.00001663413,0.00003311693,0.005632281,0.00008165724,0.0001453425,0.0001631757,0.00003749967,0.0004258068,0.000003962404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967499,0.001847424,0.0001360824,0.00007466484,0.00001386639,0.000004803338,0.0001631631,0.000004446317,0.001005696],"genre_scores_gemma":[0.9993199,0.0004122554,0.00005914001,0.00001317618,0.00001239786,0.000002581196,0.00009212365,0.000001470268,0.00008700965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001298027,"threshold_uncertainty_score":0.004342377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07722089927179515,"score_gpt":0.462995990080715,"score_spread":0.3857750908089198,"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."}}