{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001135246,0.0001368739,0.0002060817,0.0000511461,0.00006763994,0.00001916671,0.00008899773,0.00005301624,0.00000443505],"category_scores_gemma":[0.00003691014,0.0001020239,0.00003216346,0.0001304031,0.0001694062,0.00001266891,0.0001052485,0.0001202301,4.289926e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003786248,"about_ca_system_score_gemma":0.00008540715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001788642,"about_ca_topic_score_gemma":0.0004186275,"domain_scores_codex":[0.99924,0.0001134647,0.0002152348,0.0001780015,0.00009531715,0.0001579854],"domain_scores_gemma":[0.9996268,0.00002764161,0.0001235529,0.00008567868,0.000065266,0.000071124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123783,0.00006799267,0.9113723,0.00004082977,0.0001340756,0.00003157889,0.003744812,0.0001331549,0.08141278,0.00002501967,0.0001129679,0.001800673],"study_design_scores_gemma":[0.002248836,0.00007736431,0.9813235,0.00005459363,0.0000351595,0.002441843,0.001762351,0.0001153541,0.01172702,0.00009016402,0.0000163129,0.0001074367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994992,0.001447006,0.000144862,0.003117479,0.00002262054,0.0001249308,0.00003398963,0.000002361778,0.0001148049],"genre_scores_gemma":[0.9990719,0.0005134972,0.00005220991,0.0002038878,0.0001259307,0.000005639952,0.000009538134,0.00001214847,0.000005261074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06995123,"threshold_uncertainty_score":0.4160413,"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."}}