{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003767936,0.0001480286,0.0004746224,0.0001917642,0.00004190805,0.00001826392,0.00005605671,0.00008394942,0.0000254573],"category_scores_gemma":[0.0007464504,0.0001181567,0.00009030401,0.0003524072,0.00005134571,0.00003993891,0.00003386715,0.00009475931,0.000003198102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008697132,"about_ca_system_score_gemma":0.0000642925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006075501,"about_ca_topic_score_gemma":0.00001343304,"domain_scores_codex":[0.9988338,0.00006810716,0.0002639822,0.0002254879,0.0002396608,0.0003690097],"domain_scores_gemma":[0.9988699,0.0003259024,0.0001240089,0.0002602785,0.000166998,0.0002528963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004780907,0.0001961065,0.9522179,0.0001107277,0.00009994795,0.0007388295,0.0002132776,0.000002366269,0.002139442,0.000009762815,0.00004991914,0.0437436],"study_design_scores_gemma":[0.0002986457,0.00003952416,0.9979039,0.0002417138,0.0001649001,0.0005243222,0.00003109449,0.0001089502,0.0004263423,0.000003528558,0.0001083245,0.0001487201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988748,0.00002663655,0.0001687804,0.0001966412,0.0001233751,0.0004497883,0.00002516696,0.000036372,0.00009837043],"genre_scores_gemma":[0.9989806,0.000003976566,0.0001984651,0.0003349029,0.0001335636,0.000211119,0.00001976416,0.00003609139,0.00008153774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04568601,"threshold_uncertainty_score":0.4818288,"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."}}