{"id":"W4324056396","doi":"10.3390/curroncol30030246","title":"Anal Cancer: The Past, Present and Future","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Anal cancer; Medicine; Malignancy; Cancer; Disease; Radiation therapy; Immunosuppression; Oncology; Chemoradiotherapy; Abdominoperineal resection; Localized disease; Internal medicine; Colorectal cancer; Prostate cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001553785,0.0002562613,0.001241036,0.0001070745,0.00008240622,0.00001140564,0.000138192,0.0002222543,0.0001259189],"category_scores_gemma":[0.00001021287,0.0001308781,0.0003202409,0.0003167168,0.0001372439,0.00001146505,0.0001973719,0.0007522196,0.00006443613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931959,"about_ca_system_score_gemma":0.0005242833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001987406,"about_ca_topic_score_gemma":0.00004099272,"domain_scores_codex":[0.9987783,0.0001455957,0.0003193947,0.0003324827,0.0001597474,0.0002644422],"domain_scores_gemma":[0.99923,0.0001979622,0.0001666011,0.0002073804,0.00005418329,0.0001439235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001387542,0.00005127727,0.0001233033,0.009703854,0.0001197975,0.00005663724,0.00004896054,1.207027e-8,2.509975e-8,0.00006320269,0.06152979,0.9282893],"study_design_scores_gemma":[0.0002319752,0.00026741,0.000520737,0.002381263,0.001642324,0.0002008442,0.00004864393,0.000006996675,1.96251e-8,0.00002407636,0.9945517,0.0001240526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005518889,0.9900038,3.369422e-7,0.005465693,0.002617712,0.0007599148,0.00005369075,0.00004631432,0.0009973813],"genre_scores_gemma":[0.000003219172,0.9793963,0.000002007948,0.00004951531,0.01914171,0.0003229886,0.00009373895,0.00002774315,0.0009627328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9330218,"threshold_uncertainty_score":0.5337054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2564574852501346,"score_gpt":0.4877275802784861,"score_spread":0.2312700950283516,"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."}}