{"id":"W2003626943","doi":"10.1007/s10549-008-0265-1","title":"Does multicentric/multifocal breast cancer differ from unifocal breast cancer? An analysis of survival and contralateral breast cancer incidence","year":2008,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health; BC Cancer Agency","funders":"","keywords":"Breast cancer; Medicine; Internal medicine; Cancer; Incidence (geometry); Oncology; Cumulative incidence; Univariate analysis; Breast disease; Stage (stratigraphy); Gynecology; Multivariate analysis; Cohort","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002117524,0.0008688631,0.001312505,0.0003816898,0.0007195441,0.0001115267,0.000401801,0.0003231437,0.0006111675],"category_scores_gemma":[0.000009218586,0.0005718815,0.0002933644,0.0008271782,0.001468581,0.00008858481,0.0004068261,0.0003102944,0.000002774259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100448,"about_ca_system_score_gemma":0.0008321213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3284519,"about_ca_topic_score_gemma":0.1114624,"domain_scores_codex":[0.9947927,0.0004100009,0.000650587,0.0017846,0.0009651758,0.001396956],"domain_scores_gemma":[0.9969521,0.0001395771,0.0002675019,0.0007947279,0.0009612292,0.0008849263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006157505,0.001264023,0.9289676,0.00004776532,0.006737662,0.00009203955,0.0007920651,0.0002563039,0.007833763,0.00001628683,0.0001072915,0.04772768],"study_design_scores_gemma":[0.006038892,0.000240126,0.9869924,0.0001772372,0.001397266,0.0002289717,0.0004901094,0.0008769518,0.002765205,0.00001502643,0.0001352587,0.0006425619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332311,0.005915706,0.00001708525,0.003936465,0.000291561,0.0007229695,0.05582976,0.00003972883,0.00001566747],"genre_scores_gemma":[0.9577872,0.03910238,0.00005289473,0.00009253744,0.0009201116,0.001146865,0.0005404606,0.00008535144,0.000272256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2169895,"threshold_uncertainty_score":0.9996732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831765178394417,"score_gpt":0.3370437771129366,"score_spread":0.3087261253289925,"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."}}