{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009003832,0.0001929367,0.0002318132,0.001004233,0.0004417746,0.0007657307,0.0002912176,0.000298316,0.001816336],"category_scores_gemma":[0.005441383,0.0001028052,0.0003139329,0.001428411,0.0004067948,0.0006023131,0.0006334172,0.0004882428,0.0002340481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003449305,"about_ca_system_score_gemma":0.0005693625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001828798,"about_ca_topic_score_gemma":0.002325373,"domain_scores_codex":[0.9994568,0.0001298713,0.00008047189,0.00008395193,0.00010824,0.0001406939],"domain_scores_gemma":[0.9955274,0.0008109801,0.002715136,0.000113234,0.0003301209,0.0005029985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002612335,0.00000685955,0.9983203,0.00001317438,0.00001134146,0.00004990508,0.00003051116,0.00003049324,0.0000291471,0.000009362786,0.0000584845,0.0014143],"study_design_scores_gemma":[0.000001452871,0.00004956481,0.998744,0.00002005728,0.00001929733,0.0004618673,0.0002168727,0.00008633784,0.00003366749,0.00005621391,0.0003078537,0.000002721002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968526,0.001695322,0.0001494101,0.0002309607,0.00001810154,0.000007267241,0.000339663,0.000006669927,0.0007000829],"genre_scores_gemma":[0.999184,0.0003936077,0.00005364464,0.00002463027,0.00002233255,0.000004559685,0.0002540884,0.000002030583,0.00006110154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001828798,"threshold_uncertainty_score":0.006076217,"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."}}