{"id":"W2153063382","doi":"10.1016/j.soc.2003.12.006","title":"Surgical considerations in anal cancer","year":2004,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Anus; Surgery; Groin; Anal cancer; Anal canal; Radiology; General surgery; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030541,0.0004423704,0.004743948,0.0003587887,0.00005296306,0.000006170401,0.0001580048,0.0006089827,0.001162644],"category_scores_gemma":[0.0002391524,0.0003339825,0.001327499,0.0009288684,0.0007725031,0.00003433519,0.0001378346,0.001510452,0.0000798009],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004804177,"about_ca_system_score_gemma":0.005673258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002759913,"about_ca_topic_score_gemma":0.0009083005,"domain_scores_codex":[0.9962161,0.0003732967,0.00197435,0.0006305357,0.0003290057,0.0004767815],"domain_scores_gemma":[0.9957228,0.002576217,0.0007944235,0.0003397727,0.0001895649,0.0003772756],"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":[0.0001813184,0.0008519898,0.004124915,0.002793432,0.0002163621,0.00839591,0.00002358856,0.00001778126,4.726262e-9,0.0001096452,0.0001591639,0.9831259],"study_design_scores_gemma":[0.00177914,0.001522763,0.0008886596,0.003089146,0.0009557144,0.0009436948,0.000007922203,0.000006987435,2.964673e-8,0.00007308392,0.9904426,0.0002902627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001737562,0.989794,7.473741e-7,0.0005891612,0.0003447022,0.0007152584,0.0001853499,0.00003417041,0.00659907],"genre_scores_gemma":[0.002702566,0.9957586,0.0001964322,0.0001792064,0.00040346,0.0001426405,0.0003025866,0.00003806495,0.0002764769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9902834,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08351058988431968,"score_gpt":0.4376218667660242,"score_spread":0.3541112768817045,"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."}}