{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002288163,0.0001842906,0.0004167218,0.0001408464,0.00003359037,0.00001248876,0.0001597082,0.00008323363,0.0001187753],"category_scores_gemma":[0.0004773672,0.0001505086,0.00008814301,0.0006690907,0.00004146306,0.00006018486,0.00007014032,0.0001955445,0.00000432511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003270668,"about_ca_system_score_gemma":0.0007378619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2235915,"about_ca_topic_score_gemma":0.3605596,"domain_scores_codex":[0.9981351,0.00004253225,0.0005077629,0.0002908695,0.0003657935,0.0006578676],"domain_scores_gemma":[0.9987006,0.0002207161,0.0001415345,0.0004255544,0.0001531446,0.0003584056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001686882,0.0006893566,0.6987013,0.00007944125,0.00004335393,0.0008059986,0.00003058445,4.299142e-7,0.00009955817,0.00006251546,0.001382314,0.2979365],"study_design_scores_gemma":[0.002402693,0.00002962822,0.9919678,0.00009859833,0.00007021274,0.001586087,0.0001209516,0.00007675158,0.00004116245,0.0000190163,0.003439251,0.0001478476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937542,0.0002175343,0.00001130184,0.002654695,0.0001149928,0.001643539,0.00006401616,0.00004990397,0.001489828],"genre_scores_gemma":[0.9974782,0.00002720382,0.0001968512,0.0003261526,0.00008458974,0.001412938,0.00005085123,0.00002558997,0.0003976658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2977886,"threshold_uncertainty_score":0.7815787,"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."}}