{"id":"W2998077662","doi":"10.1002/9780471420194.tnmc14.pub2","title":"Anal Canal","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Distant metastasis; Pathological; Lymph node metastasis; Stage (stratigraphy); Metastasis; Medicine; Lymph node; Pathology; Cancer; Internal medicine; Biology; Paleontology","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":[0.0000228634,0.000166625,0.0003256349,0.0001645905,0.00001360427,0.00000437972,0.0000711337,0.0002544936,0.07944467],"category_scores_gemma":[0.00002694593,0.0001273731,0.0001172643,0.0001047017,0.00005391804,0.000004661793,0.00003273893,0.0004864133,0.0002485054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002166609,"about_ca_system_score_gemma":0.00015081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975249,"about_ca_topic_score_gemma":0.03064034,"domain_scores_codex":[0.999332,0.000006134401,0.0001123228,0.0001977272,0.0001797661,0.0001720216],"domain_scores_gemma":[0.9995267,0.000009210244,0.00006097226,0.0002167369,0.00002216088,0.0001642556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003470052,0.0001095286,0.0005185149,0.00006645729,0.00005707419,0.0002329087,0.000006897151,9.081395e-9,0.0003904745,0.00003549252,0.9887114,0.009836514],"study_design_scores_gemma":[0.0003518737,0.0001356833,0.00458719,0.0001382057,0.0001095943,0.00008755519,0.000007743311,0.00002649187,0.00001755623,0.00001246851,0.9943912,0.0001344108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004941059,0.0005825059,0.000002527961,0.0008635836,0.0003761954,0.0001641907,0.002056515,0.0001836219,0.9908298],"genre_scores_gemma":[0.003358318,0.00003705293,0.0007052683,0.0006534479,0.003516855,0.00000379913,0.002871723,0.000208751,0.9886448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07919616,"threshold_uncertainty_score":0.987048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329447664462218,"score_gpt":0.2800949402708736,"score_spread":0.2668004636262514,"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."}}