{"id":"W4394727793","doi":"10.1001/jamaoncol.2024.0286","title":"Second Primary Breast Cancer in Young Breast Cancer Survivors","year":2024,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Lumpectomy; Breast cancer; Cumulative incidence; Incidence (geometry); Mastectomy; Hazard ratio; Gynecology; Proportional hazards model; Young adult; Cancer; Prospective cohort study; Internal medicine; Cohort; Confidence interval","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":[0.0001701514,0.0002732628,0.0003436342,0.000108267,0.00006512055,0.00004006063,0.0001950138,0.0003324074,0.001001167],"category_scores_gemma":[0.000006976097,0.0002450472,0.0001136703,0.0002427004,0.0001596485,0.00001510669,0.0002067734,0.0002441952,0.00003428666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006133908,"about_ca_system_score_gemma":0.0006518665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005047589,"about_ca_topic_score_gemma":0.1052628,"domain_scores_codex":[0.9983825,0.0001082039,0.0002731884,0.0006391169,0.0001267086,0.000470267],"domain_scores_gemma":[0.999461,0.00004275793,0.00006179346,0.0002571177,0.00008772984,0.0000895863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166838,0.0004461045,0.6021971,0.0003782669,0.001047318,0.0003152938,0.001025509,0.0001211756,0.0584967,0.0002727514,0.03268702,0.301846],"study_design_scores_gemma":[0.001181745,0.00008027102,0.9040446,0.00009855374,0.00006850898,0.0006402472,0.0001560001,0.00003166255,0.001230179,0.00004948217,0.09209981,0.0003189832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518097,0.01250132,0.00001826348,0.01546607,0.00244138,0.0003019704,0.002708899,0.00006539864,0.01468697],"genre_scores_gemma":[0.9925373,0.00263401,0.00005013118,0.001221628,0.001318099,0.0004239741,0.0001094869,0.00005245621,0.001652904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3018475,"threshold_uncertainty_score":0.999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006911874020099447,"score_gpt":0.2820054074088471,"score_spread":0.2750935333887476,"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."}}