{"id":"W2290543414","doi":"10.2214/ajr.15.15568","title":"MRI Detection of Extramural Venous Invasion in Rectal Cancer: Correlation With Histopathology Using Elastin Stain","year":2016,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Women's College Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Histopathology; Radiology; Pathology; Elastin; Magnetic resonance imaging; Stain; Staining","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":[0.0001802446,0.0001246107,0.0005808215,0.000369656,0.00002359171,0.000001459245,0.00006369469,0.0000594519,0.00005090467],"category_scores_gemma":[0.00009550017,0.00007941794,0.00007485667,0.0003702845,0.0003618549,0.0000815006,0.00002058724,0.0001938489,0.000001357184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009469578,"about_ca_system_score_gemma":0.0002772707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004984696,"about_ca_topic_score_gemma":0.0005048597,"domain_scores_codex":[0.9987258,0.0001949885,0.0004797614,0.0001660994,0.0001919898,0.0002414054],"domain_scores_gemma":[0.9986865,0.0001275676,0.0007870258,0.0001110669,0.0001979749,0.00008988709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009636669,0.0003253212,0.5042211,0.0000146729,0.00008957525,0.0007157284,0.0004528038,0.0005558013,0.2302246,0.000007865274,0.000002247332,0.2537536],"study_design_scores_gemma":[0.008860056,0.04251208,0.9049348,0.0006941347,0.0003616877,0.01004611,0.0007347706,0.0003482804,0.0308994,0.0001157766,0.0002756564,0.0002172332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992521,0.0004798326,0.006151351,0.0003826664,0.0002538367,0.0001518432,0.000003285019,0.000007552711,0.00004861277],"genre_scores_gemma":[0.9983593,0.0002770652,0.001223626,0.00003498998,0.00006056335,0.000005455786,6.183528e-7,0.00001696047,0.00002139471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4007137,"threshold_uncertainty_score":0.3238569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414893894707726,"score_gpt":0.2738936733391023,"score_spread":0.259744734392025,"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."}}