{"id":"W1994783915","doi":"10.1016/j.carj.2010.10.002","title":"Is Ductal Carcinoma in Situ with “Possible Invasion” More Predictive of Invasive Carcinoma than Pure Ductal Carcinoma in Situ?","year":2011,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Ductal carcinoma; Biopsy; Radiology; Carcinoma in situ; Carcinoma; Pathology; Abnormality; Breast cancer; 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":[0.003364202,0.000560509,0.0005555438,0.001109681,0.0002743579,0.0009603493,0.0005962132,0.00113831,0.001845003],"category_scores_gemma":[0.02540316,0.0003317878,0.0006054444,0.001078779,0.00118479,0.0009542112,0.000491649,0.0006737753,0.0003992616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307046,"about_ca_system_score_gemma":0.0003156349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007463269,"about_ca_topic_score_gemma":0.001030424,"domain_scores_codex":[0.9983004,0.000712392,0.0001880114,0.0002646101,0.0003822666,0.000152358],"domain_scores_gemma":[0.9749852,0.01431301,0.00738649,0.0009055015,0.001093833,0.001315929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001493953,0.00001009328,0.9980027,0.00001597889,0.00003676831,0.00011354,0.00002819622,0.00005384518,0.0001672419,0.000009277453,0.00002278614,0.001390035],"study_design_scores_gemma":[0.00001207006,0.0003310826,0.992552,0.00002643267,0.0001575288,0.004535821,0.000382813,0.001333165,0.0003189098,0.0001196424,0.0002187738,0.00001175198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981347,0.0007712456,0.0003363836,0.0001567814,0.00002014337,0.000005932174,0.00004494678,0.00000795806,0.0005218188],"genre_scores_gemma":[0.9995358,0.0001444878,0.0001402923,0.00002473576,0.00004861782,0.000002285781,0.00004793789,0.000002406175,0.00005343841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003364202,"threshold_uncertainty_score":0.01779181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233717691613404,"score_gpt":0.2275684545168051,"score_spread":0.2052312776006711,"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."}}