{"id":"W2120520892","doi":"10.1148/radiol.12111263","title":"MR Volumetric Measurement of Low Rectal Cancer Helps Predict Tumor Response and Outcome after Combined Chemotherapy and Radiation Therapy","year":2012,"lang":"en","type":"article","venue":"Radiology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Confidence interval; Colorectal cancer; Radiation therapy; Nuclear medicine; Receiver operating characteristic; Retrospective cohort study; Magnetic resonance imaging; Stage (stratigraphy); Total mesorectal excision; T-stage; Cancer; Radiology; Surgery; 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":[0.0006940729,0.0002246369,0.0003056731,0.0006022324,0.00009538708,0.0003489908,0.0002222521,0.0002655223,0.0007119963],"category_scores_gemma":[0.005783794,0.0001349977,0.0001729165,0.0002263044,0.0002506306,0.0002380929,0.0002167293,0.0001674795,0.0002398903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922871,"about_ca_system_score_gemma":0.0001253717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004678932,"about_ca_topic_score_gemma":0.0007343808,"domain_scores_codex":[0.9995822,0.0001787899,0.00004800829,0.00006246592,0.00008889356,0.00003956831],"domain_scores_gemma":[0.9977359,0.0008654043,0.000941902,0.0001461091,0.0001685743,0.000142181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005919567,0.0000347445,0.9886082,0.00001646552,0.00003889259,0.00007717305,0.00003148117,0.0002349352,0.002677441,0.000005730621,0.00005206469,0.007630823],"study_design_scores_gemma":[0.00002184897,0.0006875237,0.9952636,0.000008785601,0.00004843925,0.000891243,0.00004940726,0.001438335,0.001418574,0.00001439171,0.0001522739,0.000005654981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99919,0.0002396013,0.0003207198,0.0000144231,0.000003072616,0.000005888649,0.00004247176,0.00001106605,0.0001726891],"genre_scores_gemma":[0.9996521,0.00003202419,0.0001869399,0.00000633528,0.000006887042,0.000005051167,0.00006907455,0.000001768445,0.00003983526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007119963,"threshold_uncertainty_score":0.003670633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591232700200461,"score_gpt":0.2931510572882658,"score_spread":0.2672387302862612,"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."}}