{"id":"W4361273076","doi":"10.3390/curroncol30040290","title":"Prognosis after Local Recurrence in Patients with Early-Stage Breast Cancer Treated without Chemotherapy","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Breast cancer; Stage (stratigraphy); Proportional hazards model; Chemotherapy; Hazard ratio; Cancer; Radiation therapy; Tamoxifen; Multivariate analysis; Oncology; Surgery; Internal medicine; Cohort","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002769259,0.0001282825,0.0003246385,0.0004656188,0.0002392982,0.0003920326,0.0002022144,0.0002667351,0.001042444],"category_scores_gemma":[0.002066229,0.00009701609,0.0002543064,0.0005673784,0.0002159587,0.0002395539,0.0001768881,0.00027953,0.000161637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304301,"about_ca_system_score_gemma":0.0002653186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120021,"about_ca_topic_score_gemma":0.003237209,"domain_scores_codex":[0.9998397,0.00003720152,0.0000145897,0.00002092817,0.00003133534,0.00005625438],"domain_scores_gemma":[0.9987342,0.0003037127,0.0005804377,0.00004383988,0.0001107727,0.0002271995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000159631,0.00001826999,0.9976555,0.000007416161,0.00001682133,0.000457431,0.00003412157,0.00006373611,0.000101056,0.000007011978,0.00006477841,0.001414233],"study_design_scores_gemma":[0.0000199794,0.0002369232,0.9961392,0.00001145912,0.00004254974,0.002915646,0.0001180708,0.0002052158,0.00009549983,0.00003131288,0.0001791828,0.000004916503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992397,0.0003738868,0.00004243091,0.00003758465,0.000004280069,0.000004704028,0.0000802547,0.000002293393,0.000214901],"genre_scores_gemma":[0.9996463,0.0001102109,0.00002734961,0.00001206355,0.00000768752,0.000002897981,0.000134075,7.13966e-7,0.00005865234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002120021,"threshold_uncertainty_score":0.00421536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310985724516587,"score_gpt":0.3276717961896077,"score_spread":0.3045619389444418,"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."}}