{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002875669,0.00009438284,0.0002299241,0.00009003831,0.0000143419,0.000006949374,0.00002661604,0.00006562856,0.0002557223],"category_scores_gemma":[0.000008859203,0.00006041828,0.00009647417,0.0001106626,0.00007160287,0.00002493476,0.00001872906,0.0001920918,0.000004132788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046487,"about_ca_system_score_gemma":0.0002736997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002291843,"about_ca_topic_score_gemma":0.0000484951,"domain_scores_codex":[0.9994783,0.00001506459,0.0001115877,0.0001781824,0.00008125418,0.0001356054],"domain_scores_gemma":[0.9997211,0.00004280981,0.00003126254,0.00008165308,0.0000394439,0.00008377452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001510957,0.0002322195,0.3278897,0.0002929262,0.00009778796,0.00001361026,0.0003376891,9.502461e-7,0.000263826,0.0001166265,0.01326308,0.6573405],"study_design_scores_gemma":[0.0005916965,0.001216766,0.9785541,0.001599035,0.0001403594,0.0001084523,0.0000171686,0.00004514181,0.0001317426,0.00003504483,0.01749375,0.0000667421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948193,0.04845008,0.000002915695,0.001034292,0.0009912257,0.0002850735,0.000174234,0.00003749571,0.0008316585],"genre_scores_gemma":[0.9940315,0.005534007,0.000006684017,0.00001574065,0.0002333309,0.00005146046,0.000009626294,0.00001111101,0.0001064812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6572737,"threshold_uncertainty_score":0.2799979,"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."}}