{"id":"W328637731","doi":"","title":"Diagnostic accuracy of a stereotaxically guided vacuum-assisted large-core breast biopsy program in Canada.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Biopsy; Radiology; Mammography; Core biopsy; Diagnostic accuracy; Breast cancer; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006195404,0.0001854254,0.0001153916,0.0006937687,0.0004501587,0.0003466847,0.000500629,0.0002951996,0.0007080174],"category_scores_gemma":[0.005742852,0.0002066862,0.0001190816,0.0004254105,0.0003815523,0.0001882849,0.0002883408,0.0001637674,0.000169985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004174334,"about_ca_system_score_gemma":0.002658613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4528342,"about_ca_topic_score_gemma":0.6177155,"domain_scores_codex":[0.99935,0.000122185,0.00003803972,0.00009713949,0.0003136215,0.00007900156],"domain_scores_gemma":[0.9976906,0.0005407952,0.00049756,0.0000884031,0.0009431095,0.0002396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000238804,0.00001622603,0.9770586,0.00003915671,0.0000210086,0.0001891572,0.0001066994,0.0002932175,0.001987753,0.00002156925,0.0003239817,0.01970377],"study_design_scores_gemma":[0.00001116214,0.000118159,0.9934769,0.00002045735,0.00002301313,0.001310867,0.0001693656,0.002274991,0.002066128,0.000019975,0.0005001297,0.000008882241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997726,0.0007017716,0.0004537899,0.00009822772,0.00000850775,0.0000125913,0.0002071034,0.00003492154,0.0007569378],"genre_scores_gemma":[0.998865,0.0001664458,0.0006041072,0.00002323639,0.000002889564,0.000002665774,0.0001562992,0.000003294062,0.0001761176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5471658,"threshold_uncertainty_score":0.9003969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03557760759755607,"score_gpt":0.2626745627219201,"score_spread":0.227096955124364,"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."}}