{"id":"W2128326346","doi":"10.1016/j.ijrobp.2010.07.726","title":"IMRT and Concurrent Chemotherapy for Anal and Perianal Cancer: The Princess Margaret Hospital Experience","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Anal cancer; Stage (stratigraphy); Quality of life (healthcare); Cancer; Prospective cohort study; Cumulative incidence; Cohort; Chemotherapy; Internal medicine; Urology; Surgery; Nuclear 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":[0.000242204,0.000124315,0.0002631173,0.00004978437,0.00008996511,0.00003241144,0.0001808071,0.0001061983,0.00004860879],"category_scores_gemma":[0.0001186752,0.00008364775,0.0001023552,0.00005724558,0.0003210148,0.0001344191,0.00004137581,0.0003388209,5.912962e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009793921,"about_ca_system_score_gemma":0.0002594073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002025835,"about_ca_topic_score_gemma":0.0000183873,"domain_scores_codex":[0.9991915,0.00003556018,0.0003213896,0.0001643963,0.0001477263,0.0001394062],"domain_scores_gemma":[0.998799,0.0001974683,0.0004038948,0.00006346452,0.0004299493,0.0001062358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003959958,0.0001673348,0.7507291,0.00001059913,0.0002195296,0.000009769612,0.001642721,0.000004235431,0.01085009,0.01011894,0.0004177416,0.2254339],"study_design_scores_gemma":[0.008990726,0.002912726,0.8851931,0.00004579924,0.0001873813,0.0004939277,0.0005152534,0.003907475,0.005115855,0.005496277,0.08686034,0.0002811107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848406,0.000620192,0.001048695,0.01117186,0.001986035,0.0002140336,0.00003779171,0.000009099138,0.00007173529],"genre_scores_gemma":[0.9949857,0.0009441639,0.0004691251,0.0008190218,0.002706034,0.00002569828,0.00001394094,0.00001091835,0.00002542063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2251528,"threshold_uncertainty_score":0.3411056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496831139805336,"score_gpt":0.3397658247297359,"score_spread":0.3247975133316826,"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."}}