{"id":"W4210985607","doi":"10.1007/978-3-030-48363-0_3","title":"Anal Cancer","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Anal cancer; Medicine; Abdominoperineal resection; Cancer; Chemoradiotherapy; Radiation therapy; Anal canal; Surgery; Oncology; Internal medicine; Colorectal cancer; Rectum","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000009734818,0.0001337366,0.0002729696,0.00003725445,0.00001396146,0.000004312311,0.00003320192,0.0001091011,0.01764927],"category_scores_gemma":[0.000003532524,0.00009739812,0.0001625831,0.00001221238,0.0000278527,0.000007635058,0.00003563514,0.0002331821,0.000496247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004243706,"about_ca_system_score_gemma":0.0001129818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005070627,"about_ca_topic_score_gemma":0.0001026568,"domain_scores_codex":[0.9994825,8.631593e-7,0.000104597,0.0001833899,0.0001535198,0.00007518935],"domain_scores_gemma":[0.9996966,0.000006677226,0.0000287748,0.00008483892,0.00004003975,0.0001430506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007705287,0.00003425192,0.001644689,0.0006863846,0.0008407664,0.002623565,0.0001172196,4.31502e-7,0.0009578521,0.4466362,0.4303447,0.1153435],"study_design_scores_gemma":[0.0002576163,0.0002477403,0.0008053912,0.0001353254,0.0002333066,0.00003122983,0.000004094754,0.0000371313,0.0000885035,0.002089146,0.9959078,0.0001627056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001302276,0.001108929,0.00000393715,0.004143452,0.0001007962,0.0001016697,0.00001778346,0.00005694733,0.9943362],"genre_scores_gemma":[0.02819929,0.0001743867,0.00003847314,0.003248583,0.0009102774,0.000003135774,0.00003328211,0.0000246507,0.9673679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5655631,"threshold_uncertainty_score":0.9832487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914286963653925,"score_gpt":0.2654193278591604,"score_spread":0.2262764582226212,"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."}}