{"id":"W3044639260","doi":"10.1053/j.ro.2020.07.009","title":"MRI Evaluation of Rectal Cancer Following Preoperative Chemoradiotherapy","year":2020,"lang":"en","type":"article","venue":"Seminars in Roentgenology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Chemoradiotherapy; Colorectal cancer; Radiology; Neoadjuvant therapy; Cancer; Radiation therapy; 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":[0.000217696,0.0001279961,0.0004536203,0.00007232124,0.00001777566,0.000002352399,0.00007231883,0.0001002601,0.0007256989],"category_scores_gemma":[0.0001541565,0.0001156283,0.0001029111,0.0003626743,0.00006101704,0.00004381376,0.00003164009,0.0001462367,0.000007013872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004375803,"about_ca_system_score_gemma":0.0002252598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009489473,"about_ca_topic_score_gemma":0.00007624926,"domain_scores_codex":[0.9987552,0.0001338077,0.0002628341,0.0003049618,0.0003344501,0.0002087875],"domain_scores_gemma":[0.9995596,0.00004919637,0.00007682222,0.0001335153,0.0001006245,0.00008028678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002934122,0.0004815086,0.826013,0.0001160925,0.0007230342,0.0002424958,0.01353313,0.001000147,0.05805222,0.00003886782,0.0007470162,0.09611833],"study_design_scores_gemma":[0.03888959,0.009912305,0.4146032,0.001270067,0.001601444,0.0001259293,0.002723792,0.0312225,0.4947397,0.0005694097,0.003569208,0.0007728501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856494,0.00778278,0.00001768765,0.002746728,0.0002201151,0.000735979,0.000007210487,0.0000235631,0.002816523],"genre_scores_gemma":[0.9978285,0.0007565439,0.0006237489,0.0004382475,0.00006710193,0.0001790164,0.00001351823,0.00001787686,0.00007543405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4366875,"threshold_uncertainty_score":0.7945894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05337425974777314,"score_gpt":0.3687211266162932,"score_spread":0.31534686686852,"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."}}