{"id":"W196946697","doi":"","title":"Experience with the advanced breast biopsy instrumentation system.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"","keywords":"Medicine; Biopsy; Breast cancer; Mammography; Ductal carcinoma; Radiology; Breast biopsy; Atypical hyperplasia; Cancer; Surgery; Carcinoma; Pathology; 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":[0.002119408,0.0004127261,0.0003009702,0.0004621324,0.0003929428,0.0006128489,0.0006461137,0.0004617608,0.004828679],"category_scores_gemma":[0.005699516,0.0003265376,0.0004791533,0.0003617506,0.0005867419,0.0007923292,0.0007725607,0.0005380672,0.001297545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497968,"about_ca_system_score_gemma":0.0004366839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003135312,"about_ca_topic_score_gemma":0.0006864282,"domain_scores_codex":[0.9984474,0.0005797909,0.0001208494,0.0002221609,0.0004054593,0.0002243757],"domain_scores_gemma":[0.9953961,0.001916671,0.0008594719,0.0003634984,0.0005009145,0.0009634721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409579,0.002789814,0.6284913,0.0006143709,0.0001495401,0.006288593,0.005475102,0.0006640067,0.02697417,0.0002662645,0.001938075,0.3249392],"study_design_scores_gemma":[0.0004144132,0.03648521,0.6988364,0.000529948,0.0003688225,0.1851775,0.004753206,0.003174215,0.02066508,0.0005939423,0.04878664,0.0002145433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914009,0.002560803,0.003280805,0.0002129703,0.00004578439,0.00005734286,0.00004781895,0.00007307886,0.002320503],"genre_scores_gemma":[0.9883287,0.002302767,0.006830607,0.0004399245,0.0001047802,0.00006573875,0.0001749399,0.00003543411,0.001717119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004828679,"threshold_uncertainty_score":0.01615357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009075163037552523,"score_gpt":0.2046097208332531,"score_spread":0.1955345577957006,"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."}}