{"id":"W2754369724","doi":"10.1245/s10434-017-6084-z","title":"Radioactive Seed Localization Versus Wire-Guided Localization for Nonpalpable Breast Cancer: A Cost and Operating Room Efficiency Analysis","year":2017,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Breast cancer; Retrospective cohort study; Resource use; Surgical oncology; Surgery; Cancer; 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":[0.004988167,0.0005575497,0.001140126,0.00171406,0.0001710492,0.001176661,0.0008403683,0.0006587468,0.004180215],"category_scores_gemma":[0.02071353,0.0003301316,0.002152417,0.001951585,0.0006795718,0.00142033,0.0005109439,0.0004860313,0.0003917927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221115,"about_ca_system_score_gemma":0.0006699893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002129321,"about_ca_topic_score_gemma":0.002883828,"domain_scores_codex":[0.996038,0.002561987,0.0002582727,0.0002354297,0.0006914545,0.0002148921],"domain_scores_gemma":[0.9662044,0.02785619,0.00346268,0.0009392808,0.001155427,0.0003820348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2755902,0.002939068,0.3855735,0.001768715,0.005032529,0.0008572041,0.0005302982,0.03455739,0.01497003,0.003386253,0.001196908,0.273598],"study_design_scores_gemma":[0.004167973,0.1063784,0.7824253,0.0002669289,0.01464185,0.004233688,0.001824613,0.05649262,0.02267568,0.001840161,0.004719015,0.0003337687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929749,0.002275199,0.002483313,0.0001378764,0.00001963539,0.00008237837,0.0003352685,0.00001439471,0.001677049],"genre_scores_gemma":[0.9962894,0.0008265859,0.001674034,0.00005599944,0.00003710894,0.00005366914,0.0001879984,0.00003567592,0.0008395544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004988167,"threshold_uncertainty_score":0.02638024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152358667067331,"score_gpt":0.3824309672724925,"score_spread":0.3309073806018192,"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."}}