{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003678963,0.0001416031,0.0002246317,0.0005901637,0.0002124322,0.0004218195,0.0001556699,0.0002588826,0.001672546],"category_scores_gemma":[0.001702966,0.000139756,0.0003582021,0.0007388945,0.0001814392,0.0003394875,0.0003425709,0.0002944531,0.0002300979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002106401,"about_ca_system_score_gemma":0.0003689326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004322952,"about_ca_topic_score_gemma":0.006319962,"domain_scores_codex":[0.9998221,0.00003526713,0.00001924517,0.00004384425,0.00003914769,0.00004052363],"domain_scores_gemma":[0.9992175,0.0001329916,0.0004277975,0.00003345727,0.00005885237,0.000129472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002089997,0.000007300278,0.9977553,0.000009982696,0.00001095804,0.00007651557,0.00003810614,0.00002039438,0.00006604849,0.00001031861,0.00008143952,0.00190279],"study_design_scores_gemma":[0.000003210381,0.00007542706,0.9982044,0.00002054437,0.00002421025,0.0009103352,0.0001940552,0.0001594613,0.00006729061,0.00006094746,0.0002778351,0.000002277572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998202,0.0006323374,0.0001340756,0.000085463,0.00000988676,0.00001114004,0.000482851,0.000005204236,0.0004371205],"genre_scores_gemma":[0.9988071,0.0004451612,0.00007943689,0.00004070529,0.00001541807,0.000009691886,0.0004256612,0.000001394886,0.0001755393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004322952,"threshold_uncertainty_score":0.008595586,"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."}}