{"id":"W2130347344","doi":"10.3747/co.21.1563","title":"Factors Associated with Breast Cancer Mortality after Local Recurrence","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hazard ratio; Breast cancer; Proportional hazards model; Confidence interval; Internal medicine; Cancer; Prospective cohort study; Lymph node; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001079226,0.0002436076,0.0002822352,0.00002656895,0.00007620084,0.000008954183,0.0001403054,0.0001411949,0.00007493242],"category_scores_gemma":[0.00004627668,0.0001751216,0.00007349483,0.00009736721,0.0003172368,0.000004759853,0.0001078755,0.0001351167,0.000005708436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732723,"about_ca_system_score_gemma":0.0001452368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006108273,"about_ca_topic_score_gemma":0.001669345,"domain_scores_codex":[0.9987602,0.0001413541,0.0001682618,0.0004469754,0.0001387567,0.0003444723],"domain_scores_gemma":[0.9993142,0.00003616017,0.0001229887,0.0002590873,0.0001622462,0.0001053435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148282,0.0003524429,0.9503149,0.00001452671,0.0002326566,0.000001450742,0.00009506012,0.00001644805,0.0001101843,0.00002002756,0.001222792,0.04747121],"study_design_scores_gemma":[0.0009710541,0.0002409712,0.9727035,0.0000509321,0.0001238126,0.000003691184,0.00005255921,0.00002513269,0.0007255331,0.00002668281,0.02484002,0.0002360864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957629,0.001300689,0.001151237,0.0002542017,0.0007711507,0.0001404789,0.0002657705,0.00002569025,0.0003278861],"genre_scores_gemma":[0.9990377,0.0001488636,0.00000903629,0.0001089935,0.000270417,0.0001817171,0.0001988988,0.0000192861,0.00002506637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04723512,"threshold_uncertainty_score":0.714125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06867764286612434,"score_gpt":0.3637192466019337,"score_spread":0.2950416037358094,"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."}}