{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.105871,0.0007868212,0.001680435,0.01046484,0.002250791,0.00887224,0.004227166,0.002987153,0.003821033],"category_scores_gemma":[0.3277202,0.00114728,0.001128242,0.01402994,0.005276519,0.01711776,0.005737926,0.004757814,0.0009044519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007524848,"about_ca_system_score_gemma":0.02401324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05975692,"about_ca_topic_score_gemma":0.04165763,"domain_scores_codex":[0.9450095,0.03168436,0.009756532,0.003044205,0.007898353,0.002607118],"domain_scores_gemma":[0.3668715,0.3701625,0.1175195,0.02880094,0.09162114,0.02502446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006984649,0.0002177023,0.6993939,0.004430786,0.0002603303,0.000367306,0.005143855,0.001269604,0.0005400676,0.001542954,0.03229367,0.2538413],"study_design_scores_gemma":[0.0001581644,0.0007375943,0.926222,0.008971696,0.0003077881,0.001191543,0.01240112,0.001974225,0.0004998482,0.002744523,0.04455832,0.0002332411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2954926,0.09169604,0.01322536,0.575334,0.002702287,0.0006029547,0.00775744,0.0009677717,0.01222147],"genre_scores_gemma":[0.8844926,0.04860025,0.02911285,0.0216685,0.006034764,0.0004140189,0.008501389,0.0002104089,0.0009653431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.105871,"threshold_uncertainty_score":0.5599062,"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."}}