{"id":"W4379345936","doi":"10.1200/jco.2023.41.16_suppl.10503","title":"Second primary breast cancer in young breast cancer survivors.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Breast Cancer Research Foundation","keywords":"Medicine; Breast cancer; Cancer; Proportional hazards model; Internal medicine; Oncology; Genetic testing; Prospective cohort study; Cohort; Quartile; Cancer registry; Gynecology; 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":[0.003218088,0.0002022271,0.001943964,0.0003413064,0.00004187059,0.00001149551,0.0002499886,0.000468631,0.007149633],"category_scores_gemma":[0.0002502947,0.0001547709,0.0005103469,0.0005215009,0.0002204891,0.0002645794,0.00009127168,0.001661485,0.00005271221],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008281397,"about_ca_system_score_gemma":0.005866784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009783852,"about_ca_topic_score_gemma":0.01362932,"domain_scores_codex":[0.9958912,0.0003649584,0.00251518,0.000302365,0.0004590515,0.0004672122],"domain_scores_gemma":[0.9966148,0.001073054,0.001177322,0.000226094,0.0004080035,0.0005006839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004635741,0.0004293748,0.736311,0.0001239828,0.000320537,0.001096731,0.0001788321,0.00008308651,0.000513464,0.00001242849,0.01826138,0.2380334],"study_design_scores_gemma":[0.007670975,0.0007321158,0.9384886,0.0001954403,0.0001436521,0.001335737,0.0001399958,0.0001963537,0.00001228224,0.00004776509,0.0508888,0.0001483043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581054,0.0007285881,0.000004453194,0.02472407,0.004816329,0.0002056228,0.0002334907,0.00002606172,0.01115601],"genre_scores_gemma":[0.9760048,0.008659652,0.0001440294,0.008329024,0.003715507,0.0000191959,0.0000129379,0.00004350635,0.003071292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2378851,"threshold_uncertainty_score":0.999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07792445159145578,"score_gpt":0.442798516397978,"score_spread":0.3648740648065222,"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."}}