{"id":"W2125602401","doi":"10.1093/annonc/mdr326","title":"Is breast-conserving therapy a safe option for patients with tumor multicentricity and multifocality?","year":2011,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Mastectomy; Breast cancer; Confidence interval; Cumulative incidence; Univariate analysis; Internal medicine; Logistic regression; Ductal carcinoma; Oncology; Proportional hazards model; Multivariate analysis; Gynecology; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.00008605295,0.0001174099,0.0001900523,0.00002629998,0.00005557926,0.000002564558,0.00006724187,0.00007141925,0.00001090187],"category_scores_gemma":[0.00002909714,0.00009135675,0.00004754188,0.00003511802,0.0001233233,0.000005250395,0.00005000144,0.00002680975,7.892135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008267934,"about_ca_system_score_gemma":0.00004496834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002295408,"about_ca_topic_score_gemma":0.0000618249,"domain_scores_codex":[0.9993416,0.00004102194,0.0001483827,0.0002373334,0.00005302012,0.0001786174],"domain_scores_gemma":[0.9993528,0.00003340325,0.0001387849,0.0001433941,0.0002853631,0.00004631419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008842723,0.002108428,0.8466743,0.00006199219,0.0006759451,0.000002680674,0.001350097,0.000001501466,0.003277789,0.00007722509,0.0009643439,0.1359629],"study_design_scores_gemma":[0.004936219,0.003035682,0.9568136,0.00001571359,0.00003731488,0.00001026925,0.0001169329,0.00002124165,0.02893547,0.0001159603,0.005811754,0.0001497956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980985,0.0003819981,0.0002602516,0.0005268558,0.00004267075,0.0003456348,0.0001332638,0.000004909968,0.0002059215],"genre_scores_gemma":[0.9954557,0.0002987151,0.002804504,0.001287385,0.00003656026,0.00006105117,0.00003281052,0.00001140087,0.00001189313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358132,"threshold_uncertainty_score":0.372542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06104408926190447,"score_gpt":0.3233263302948403,"score_spread":0.2622822410329358,"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."}}