{"id":"W4248017765","doi":"10.1177/117955490800200202","title":"Biological Markers Predictive of Invasive Recurrence in DCIS","year":2008,"lang":"en","type":"article","venue":"Clinical medicine Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hazard ratio; Univariate analysis; Breast cancer; Oncology; Internal medicine; Immunohistochemistry; Multivariate analysis; Ductal carcinoma; Pathology; Confidence interval; Proportional hazards model; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003004247,0.0001426866,0.000244931,0.0004385206,0.0001884723,0.0002704663,0.000117096,0.0002270737,0.000516289],"category_scores_gemma":[0.001383873,0.00011722,0.0002124664,0.0004259272,0.0001620495,0.0001844434,0.0001632342,0.0003620416,0.0001175277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356802,"about_ca_system_score_gemma":0.0001268795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006802243,"about_ca_topic_score_gemma":0.001215553,"domain_scores_codex":[0.9998795,0.00002821637,0.00001525669,0.00001497467,0.00003051545,0.00003158189],"domain_scores_gemma":[0.9991533,0.0002455181,0.000301521,0.00004154173,0.00009724363,0.0001610459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001828586,0.00002128801,0.9954744,0.000006735339,0.000013661,0.000261609,0.00003229342,0.00006326352,0.001000578,0.000007413552,0.00004175079,0.002894079],"study_design_scores_gemma":[0.000006172581,0.0001543682,0.9977902,0.00000330293,0.00002780907,0.001251235,0.00006011487,0.0002032018,0.0002945997,0.00002164618,0.0001850854,0.00000232876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992612,0.0004156482,0.00004924728,0.00002027131,0.000002746918,0.000002416859,0.00003145109,0.000001684632,0.0002153541],"genre_scores_gemma":[0.9996792,0.00008997312,0.00003898072,0.000007064614,0.000007653574,0.000002259994,0.00009807521,6.18575e-7,0.00007627623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006802243,"threshold_uncertainty_score":0.001727164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3741225147348614,"score_gpt":0.5492625681031179,"score_spread":0.1751400533682565,"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."}}