{"id":"W4402238297","doi":"10.3390/curroncol31090381","title":"Factors Influencing Outcomes and Survival in Anal Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anal cancer; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008888495,0.00009216659,0.0002651564,0.000142127,0.00001713289,0.000009447091,0.00002647006,0.00005277663,0.00012094],"category_scores_gemma":[0.00004268943,0.00006242823,0.00005061269,0.0001595749,0.00005104538,0.00003840954,0.00004265074,0.0002430735,0.000005665121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918568,"about_ca_system_score_gemma":0.0001740159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000169145,"about_ca_topic_score_gemma":0.001099649,"domain_scores_codex":[0.9994093,0.00002701751,0.000143119,0.0001777709,0.00008268978,0.0001601511],"domain_scores_gemma":[0.9997222,0.0001164631,0.00001460405,0.00004607571,0.00001915337,0.00008145718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002134431,0.00004320988,0.9470843,0.00011702,0.00001813988,0.0000562798,0.0007397291,6.401202e-7,0.0003145604,0.0002266054,0.000133508,0.05124468],"study_design_scores_gemma":[0.0003918375,0.0001648723,0.9741656,0.0001015077,0.00004127538,0.000007229097,0.0003359598,0.0003342458,0.00005149532,0.00009206712,0.0242473,0.00006666989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905281,0.006099185,0.000002707389,0.0009302899,0.001402792,0.0000891087,0.000006881526,0.00003542509,0.0009055032],"genre_scores_gemma":[0.999433,0.0002130316,0.000004131284,0.00005496324,0.0001386197,0.00001214182,0.000006290641,0.000006591613,0.0001312318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05117801,"threshold_uncertainty_score":0.2545749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1692601308410049,"score_gpt":0.4408320795557389,"score_spread":0.271571948714734,"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."}}