{"id":"W4308338551","doi":"10.3390/curroncol29110667","title":"Efficacy and Accuracy of Using Magnetic Seed for Preoperative Non-Palpable Breast Lesions Localization: Our Experience with Magseed","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Radiology; Single Center; Ultrasound; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001120743,0.0003279546,0.0002418011,0.000399468,0.0001771226,0.0002821322,0.0003156177,0.0003273599,0.000786907],"category_scores_gemma":[0.003706244,0.0001541156,0.0002257878,0.0002969251,0.0003212356,0.0002978519,0.0002702907,0.0002370467,0.0004601578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642385,"about_ca_system_score_gemma":0.0001610592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003873899,"about_ca_topic_score_gemma":0.0006603248,"domain_scores_codex":[0.9993657,0.0003062118,0.00006854045,0.00008934493,0.0001112223,0.00005888777],"domain_scores_gemma":[0.9989218,0.0006317974,0.0001431827,0.0001141192,0.00007699018,0.0001121315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004337384,0.00122131,0.5463806,0.0003909323,0.000148747,0.01158487,0.003416616,0.001317918,0.06286666,0.0001235852,0.0009460659,0.3672653],"study_design_scores_gemma":[0.0001992919,0.02340803,0.8297289,0.00006974328,0.0003403451,0.08081067,0.001234712,0.002885814,0.04962881,0.000183117,0.01140964,0.0001009311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955285,0.00198069,0.00124168,0.00005566563,0.00001147146,0.00001923112,0.00002592635,0.00002046387,0.001116434],"genre_scores_gemma":[0.9975896,0.0008706778,0.001047777,0.00005539315,0.00002870152,0.000006817461,0.00005305605,0.00001683179,0.0003312507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001120743,"threshold_uncertainty_score":0.005927145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05396517151452188,"score_gpt":0.3760488775853089,"score_spread":0.322083706070787,"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."}}