{"id":"W4397008663","doi":"10.1016/j.ejrad.2024.111511","title":"Pushing the envelope in breast conserving surgery − is multiple-wire localization (3 or more wires) associated with increased risk of compromised margins and long-term recurrence?","year":2024,"lang":"en","type":"article","venue":"European Journal of Radiology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Term (time); Envelope (radar); Surgery; Telecommunications","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":[0.001655494,0.0002291429,0.0003445939,0.0004290134,0.0002330123,0.001008757,0.0004384698,0.0009094419,0.002049413],"category_scores_gemma":[0.005817673,0.0002573514,0.0006642748,0.0007724929,0.0005276821,0.0007900696,0.0003130593,0.0004895612,0.0003359317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192661,"about_ca_system_score_gemma":0.0003407795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005007195,"about_ca_topic_score_gemma":0.0006040239,"domain_scores_codex":[0.9989991,0.0006191888,0.00009137303,0.0000733252,0.0001283573,0.00008873094],"domain_scores_gemma":[0.9972927,0.001023386,0.001269403,0.0001919318,0.00008408703,0.0001385203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00507402,0.000420226,0.9199986,0.0003735661,0.0005478475,0.0009739414,0.0002168376,0.0002940768,0.002946682,0.0002304366,0.0002420618,0.06868166],"study_design_scores_gemma":[0.0001105336,0.005171132,0.9819006,0.0002320368,0.0009072823,0.004537673,0.001123491,0.0003655446,0.002170312,0.0007906246,0.002662905,0.00002784801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869189,0.01159518,0.0002900151,0.0003676635,0.00006083826,0.000008743877,0.00003033556,0.000003145158,0.0007251587],"genre_scores_gemma":[0.9967178,0.002679388,0.0001704288,0.00009795052,0.00007539377,0.000004775164,0.00003538551,0.000002454474,0.000216371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002049413,"threshold_uncertainty_score":0.008755147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432021944317347,"score_gpt":0.2353286226364903,"score_spread":0.2210084031933168,"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."}}