{"id":"W2998339265","doi":"10.1002/9780471420194.tnmc33.pub2","title":"Cervix Uteri","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Cervix; Distant metastasis; Lymph node metastasis; Stage (stratigraphy); Medicine; Metastasis; Lymph node; Cancer; Pathology; Oncology; Internal medicine; Biology","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":["insufficient_payload"],"category_scores_codex":[0.0000466074,0.0001759473,0.0003813344,0.0001738794,0.00001488016,0.00001039513,0.00014787,0.0004033709,0.6683975],"category_scores_gemma":[0.00004050701,0.0001367161,0.0001071246,0.0001234328,0.00007640717,0.000006871512,0.00008750814,0.0008113513,0.001411809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002945991,"about_ca_system_score_gemma":0.0001670142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003736826,"about_ca_topic_score_gemma":0.002074399,"domain_scores_codex":[0.9989805,0.00001085925,0.0001339132,0.000265557,0.0003442477,0.0002649778],"domain_scores_gemma":[0.9991334,0.00001984462,0.00004316566,0.0005146617,0.00005826326,0.0002306705],"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":[0.00004957932,0.0001423515,0.00004217849,0.0002709157,0.00004130122,0.00005439127,0.000006902308,2.927179e-9,0.00006650144,0.00003069375,0.8352599,0.1640353],"study_design_scores_gemma":[0.0007276372,0.0001164953,0.003088679,0.00006980767,0.00004426263,0.00001984763,0.000004284203,0.00001218977,0.00002742458,0.00002897511,0.9957275,0.0001328533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002720335,0.0009447634,0.0000119367,0.001536509,0.0003308841,0.0002827008,0.001873532,0.0002157142,0.9947768],"genre_scores_gemma":[0.0001161759,0.0005426423,0.001410686,0.001159713,0.004569737,0.00001556612,0.002569281,0.0004001101,0.9892161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6669857,"threshold_uncertainty_score":0.9993657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03313049231153917,"score_gpt":0.3865433543387036,"score_spread":0.3534128620271645,"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."}}