{"id":"W4386404331","doi":"10.1097/01.cot.0000512992.27776.5f","title":"Use of Radioactive Seed Localization for Nonpalpable Breast Cancer","year":2017,"lang":"en","type":"article","venue":"Oncology Times","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Asymptomatic; Ductal carcinoma; Radiology; Mammography; Breast surgery; Lesion; Breast-conserving surgery; Cancer; Surgery; Mastectomy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131616,0.0002933591,0.0009044687,0.0004224229,0.0002276505,0.0005288608,0.0004590978,0.0007653517,0.002669294],"category_scores_gemma":[0.002760792,0.0002199697,0.0009947745,0.0006478315,0.0004938706,0.0004805296,0.0002682848,0.0007607093,0.0002684158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006564745,"about_ca_system_score_gemma":0.0008751925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070484,"about_ca_topic_score_gemma":0.001898655,"domain_scores_codex":[0.9989219,0.000658221,0.00007153071,0.00009467906,0.0001972876,0.00005634571],"domain_scores_gemma":[0.9983177,0.0008869394,0.0005107962,0.0001024332,0.00008654191,0.00009565539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.186714,0.004934843,0.03028407,0.01763144,0.003476962,0.0006446547,0.0004000676,0.0009724588,0.01312678,0.002215881,0.008959701,0.7306391],"study_design_scores_gemma":[0.2060029,0.3540801,0.2375532,0.01349741,0.01623783,0.009083276,0.001034581,0.006223214,0.03494421,0.004144627,0.1167498,0.0004488885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7019575,0.2801508,0.003081419,0.004406772,0.0008848571,0.0004225012,0.0003214215,0.0001236345,0.008651111],"genre_scores_gemma":[0.960685,0.03560796,0.001284271,0.0007992848,0.0003192918,0.0002171993,0.000181193,0.00001405798,0.0008918432],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002669294,"threshold_uncertainty_score":0.008929729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04697769577741857,"score_gpt":0.3883926119412843,"score_spread":0.3414149161638657,"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."}}