{"id":"W1887287895","doi":"","title":"Characteristics associated with upgrading to invasiveness after surgery of a DCIS diagnosed using percutaneous biopsy.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Biopsy; Ductal carcinoma; Univariate analysis; Percutaneous; Breast cancer; Breast surgery; Radiology; Retrospective cohort study; Surgery; Odds ratio; Multivariate analysis; Lesion; Pathological; 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":[0.0003318359,0.0001953107,0.0002092403,0.0005590479,0.0002313677,0.000325791,0.0001984009,0.000309595,0.001751486],"category_scores_gemma":[0.002114207,0.0001436912,0.0003366354,0.0004870029,0.0002595489,0.0002373108,0.000241323,0.0004491323,0.0001906929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776027,"about_ca_system_score_gemma":0.0002385683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230491,"about_ca_topic_score_gemma":0.00121704,"domain_scores_codex":[0.9997965,0.00003408656,0.00002747864,0.00004398971,0.00005196519,0.00004602474],"domain_scores_gemma":[0.9982032,0.0004861697,0.0007645751,0.00007690729,0.0001329648,0.0003362971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007571751,0.00001234293,0.9990596,0.000003880607,0.000007501854,0.0001210809,0.0000137493,0.00001396791,0.0002057729,0.000002762735,0.00001277453,0.0004708256],"study_design_scores_gemma":[0.000002894939,0.0001001572,0.9985103,0.000002148957,0.00001324858,0.001058998,0.00006596842,0.0000805879,0.0001004456,0.000007086573,0.00005647767,0.000001785716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996171,0.0001293097,0.00003917443,0.00001183096,0.000003206749,0.00000437955,0.00005473187,0.000001393086,0.0001387935],"genre_scores_gemma":[0.9998137,0.00002762661,0.00003428754,0.000004152408,0.000004347932,0.000001928366,0.00007060375,5.164323e-7,0.00004284961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001751486,"threshold_uncertainty_score":0.005859315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720859228930529,"score_gpt":0.2123214430846954,"score_spread":0.1851128507953901,"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."}}