{"id":"W2158576720","doi":"10.3747/co.20.1215","title":"Clinical Information Available to Oncologists in Surgically Treated Rectal Cancer: Room to Improve","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Medicine; Colorectal cancer; Total mesorectal excision; Colonoscopy; Cancer registry; Cancer; Disease; Internal medicine; Medical physics; Surgery; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006862328,0.000201253,0.0007215512,0.0003206437,0.00002520188,0.00003449227,0.0001823913,0.0001889129,0.001023901],"category_scores_gemma":[0.001939708,0.0001624229,0.00008168038,0.0005312286,0.00009663049,0.0003598452,0.0001515589,0.0005094359,0.004764147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008888269,"about_ca_system_score_gemma":0.0005370149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006262407,"about_ca_topic_score_gemma":0.0001903104,"domain_scores_codex":[0.9977873,0.00011243,0.0009678988,0.0003591655,0.0002578166,0.0005154206],"domain_scores_gemma":[0.9982387,0.0003157531,0.0001545974,0.0003193632,0.0003934077,0.0005782116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003146337,0.0005690687,0.2401684,0.00004880468,0.00001734147,0.00002693485,0.0001869237,0.000007619769,0.0002585604,0.0000138523,0.1835691,0.5748187],"study_design_scores_gemma":[0.003707185,0.003376703,0.2149564,0.0002296169,0.00003920426,0.00002861038,0.00007934002,0.0005927018,0.0001321656,0.00002540368,0.7766528,0.000179894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434855,0.000217733,0.0001210371,0.0108997,0.003014853,0.002063857,0.0000160228,0.0001353822,0.04004591],"genre_scores_gemma":[0.9811119,0.0003962326,0.002541814,0.009096673,0.001007143,0.001379417,0.0001909807,0.00003879261,0.004237009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5930836,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09887621110743004,"score_gpt":0.4541679526661945,"score_spread":0.3552917415587644,"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."}}