{"id":"W2157519739","doi":"10.1186/1748-717x-9-124","title":"Chemoradiation with capecitabine and mitomycin-C for stage I-III anal squamous cell carcinoma","year":2014,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group; BC Cancer Agency","funders":"","keywords":"Medicine; Capecitabine; Anal canal; Radiation therapy; Anal cancer; Stage (stratigraphy); Toxicity; Mitomycin C; Surgery; Population; Cohort; Dose fractionation; Urology; Nuclear medicine; Internal medicine; Cancer; Rectum; Colorectal cancer","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":[0.0001837259,0.0001325147,0.0003202325,0.0001294531,0.00008938464,0.00001163042,0.00003596535,0.0001175775,0.00007521339],"category_scores_gemma":[0.0000728942,0.0001098121,0.00004978959,0.0001392045,0.00005718935,0.00006618275,0.00001255191,0.0001041529,0.000007847997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838188,"about_ca_system_score_gemma":0.0001625444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107601,"about_ca_topic_score_gemma":0.0001881403,"domain_scores_codex":[0.9991502,0.00004296353,0.0002013328,0.0002671987,0.0001196849,0.0002186672],"domain_scores_gemma":[0.9992468,0.0002248494,0.0001301381,0.0001252811,0.0001091272,0.000163784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01810201,0.001815856,0.6747008,0.001579006,0.0001399084,0.0001309743,0.004875778,0.0006678642,0.05325734,0.01000804,0.01459621,0.2201262],"study_design_scores_gemma":[0.02484276,0.01165628,0.7755401,0.000008951591,0.0003046822,0.0001457025,0.000399155,0.04289957,0.01652843,0.0001289945,0.127181,0.000364416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888147,0.000242836,0.001054868,0.001698706,0.0001165729,0.0005092984,0.00001299211,0.00003695874,0.007513043],"genre_scores_gemma":[0.9957721,0.000007816532,0.0009971493,0.0006915969,0.0005504503,0.00006342599,0.0001166577,0.00001923379,0.001781617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2197618,"threshold_uncertainty_score":0.4478006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009576095383522441,"score_gpt":0.2558522125967736,"score_spread":0.2462761172132512,"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."}}