{"id":"W4390831432","doi":"10.1007/978-3-030-97378-0_5612","title":"TNM/FIGO Classification, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cervix; Medicine; Pathology; Internal medicine; Cancer","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":[0.0002431142,0.0003246885,0.001066339,0.0002827689,0.00004302627,0.000001552131,0.0003240048,0.0007021343,0.0009680324],"category_scores_gemma":[0.0003757626,0.0002194598,0.0004401355,0.0001939697,0.0004974453,0.00001875569,0.0002007186,0.0004759742,0.000244725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007213154,"about_ca_system_score_gemma":0.0002563575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001618881,"about_ca_topic_score_gemma":0.00004164424,"domain_scores_codex":[0.9979416,0.00008363985,0.0008372657,0.0004860499,0.0003841348,0.000267306],"domain_scores_gemma":[0.9977045,0.0003275157,0.0006875223,0.0009179296,0.0002646509,0.00009786698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002496216,0.001600338,0.05952091,0.003563699,0.002393916,0.00580516,0.002901643,0.000007104343,0.008180453,0.6771784,0.0524003,0.1839518],"study_design_scores_gemma":[0.007126322,0.002513381,0.2725166,0.0008062791,0.002638758,0.0008031164,0.0001338883,0.000003539604,0.0009922696,0.07686595,0.6348357,0.0007641591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005748836,0.001620488,0.00002274374,0.001748096,0.002292644,0.0008125326,0.0002935273,0.00007035092,0.9873908],"genre_scores_gemma":[0.03544011,0.01174587,0.000434993,0.0004991697,0.0008996546,0.00009433934,0.000278358,0.0001536214,0.9504539],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6003125,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986687227543168,"score_gpt":0.2872247717913372,"score_spread":0.2473578995159055,"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."}}