{"id":"W3109756377","doi":"10.1111/tbj.14115","title":"Adequacy of invasive and in situ breast carcinoma margins in radioactive seed and wire‐guided localization lumpectomies","year":2020,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Ductal carcinoma; Surgical margin; Mastectomy; Breast cancer; Carcinoma; Radiology; Surgery; Cancer; Internal medicine; Resection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001365414,0.0001673064,0.00023193,0.00139648,0.0002271854,0.0005389384,0.0003944165,0.00021889,0.0006313677],"category_scores_gemma":[0.008363874,0.0002176949,0.0002629779,0.0006706131,0.0005287134,0.0003255671,0.0004473325,0.0001487168,0.0001683141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007903377,"about_ca_system_score_gemma":0.0006318336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143793,"about_ca_topic_score_gemma":0.02969704,"domain_scores_codex":[0.9989754,0.0001475648,0.0001415267,0.0001163695,0.0004949124,0.0001242896],"domain_scores_gemma":[0.9949032,0.001407012,0.002118273,0.000342653,0.0008461395,0.0003828249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002435854,0.00001002518,0.991949,0.00002768257,0.00003315373,0.0004169632,0.00024258,0.0001170616,0.00149137,0.000009775787,0.0000317286,0.005427231],"study_design_scores_gemma":[0.000003039276,0.0001045787,0.9961211,0.000008717167,0.0000310935,0.001880658,0.0003811983,0.0002372372,0.001044748,0.000007320916,0.0001739816,0.000006314673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992278,0.0002721324,0.0001236196,0.000004967176,0.000002001746,0.000006252347,0.00005680953,0.000003808197,0.0003025148],"genre_scores_gemma":[0.9996959,0.00009276206,0.00009166553,0.000003267508,0.000001943732,0.000002161935,0.00006372379,0.000002160958,0.00004644948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0143793,"threshold_uncertainty_score":0.02859122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136554367224223,"score_gpt":0.2271825630462484,"score_spread":0.2158170193740062,"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."}}