{"id":"W2060255052","doi":"10.1155/2015/192579","title":"Now, Later of Never: Multicenter Randomized Controlled Trial Call—Is Surgery Necessary after Atypical Breast Core Biopsy Results in Mammographic Screening Settings?","year":2015,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Randomized controlled trial; Mammography; Biopsy; Ductal carcinoma; Radiation therapy; Breast-conserving surgery; Breast surgery; Oncology; Radiology; Cancer; Mastectomy; Surgery; Internal medicine","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":[0.0260234,0.0009838401,0.005290249,0.0005488223,0.001091261,0.002888967,0.001294853,0.007700232,0.009553613],"category_scores_gemma":[0.0290656,0.000566129,0.004383737,0.0006883853,0.00244532,0.004227009,0.0008540607,0.005375293,0.001163133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551886,"about_ca_system_score_gemma":0.002105853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007768102,"about_ca_topic_score_gemma":0.001285631,"domain_scores_codex":[0.9883718,0.008484384,0.00127446,0.001032167,0.0003843493,0.0004528073],"domain_scores_gemma":[0.9838107,0.008289008,0.003064423,0.001694861,0.0008530372,0.002288062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9308122,0.002705536,0.002876805,0.008040782,0.009067391,0.00009119313,0.0001789797,0.0002122234,0.001095975,0.00339084,0.006293347,0.03523462],"study_design_scores_gemma":[0.9269072,0.04530439,0.0037264,0.002010028,0.005971997,0.00007291499,0.000129323,0.0005110255,0.0003592885,0.003496426,0.01145029,0.00006068627],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4526518,0.2530116,0.01386565,0.1509998,0.05927042,0.04665342,0.006219517,0.0009375473,0.01639024],"genre_scores_gemma":[0.8722559,0.01369619,0.01603933,0.05605208,0.009760858,0.02527215,0.001845573,0.00009647572,0.004981364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0260234,"threshold_uncertainty_score":0.1376265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05808280205912709,"score_gpt":0.3660032673611278,"score_spread":0.3079204653020007,"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."}}