{"id":"W4248919178","doi":"10.1002/9780471420194.tnmc33.pub3","title":"Cervix Uteri","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Endocervix; Cervix; Medicine; Corpus Uteri; Gynecology; Physical examination; Radiology; Cancer; Internal medicine","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":[0.00002239673,0.0002203049,0.0005164418,0.0001510266,0.00002764267,0.00001150917,0.0001491314,0.00023829,0.06291467],"category_scores_gemma":[0.00005141612,0.0001580967,0.0001438754,0.00006666454,0.00004782193,0.00001111601,0.00006000683,0.0001748883,0.0009235116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005274731,"about_ca_system_score_gemma":0.00007691392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005034911,"about_ca_topic_score_gemma":0.0003317185,"domain_scores_codex":[0.9991994,0.00001003863,0.000116667,0.000262753,0.0002172238,0.0001939429],"domain_scores_gemma":[0.999018,0.00001702283,0.000148867,0.0006344313,0.00002217861,0.000159465],"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":[0.00008543622,0.0002621551,0.0001499364,0.0001608292,0.000222342,0.0001628431,0.000004095146,4.116111e-9,0.000009474878,0.00001078911,0.8987557,0.1001763],"study_design_scores_gemma":[0.002335192,0.0002182953,0.001151583,0.0005968779,0.0002120533,0.00001770639,0.000001647705,0.00000110796,0.00001874486,0.00002711401,0.9952803,0.0001394142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000427538,0.003252936,0.000006896297,0.0007555314,0.0006486771,0.0003165438,0.003534557,0.0002176224,0.9912245],"genre_scores_gemma":[0.0001565731,0.00131981,0.001231506,0.0006979879,0.003275507,0.00001871793,0.003168787,0.0002833765,0.9898477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1000369,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04610518065762181,"score_gpt":0.3634990887137552,"score_spread":0.3173939080561334,"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."}}