{"id":"W2998504772","doi":"10.1002/9780471420194.tnmc32.pub2","title":"Vagina","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Lymph node metastasis; Stage (stratigraphy); Metastasis; Medicine; Lymph node; Pathology; Cancer; 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":[0.00001916593,0.000142044,0.0002350175,0.0001199219,0.00001133829,0.000002637798,0.00005498713,0.0002629536,0.05766015],"category_scores_gemma":[0.00005725533,0.0001151357,0.00006253082,0.00006112678,0.00003338163,0.000004471822,0.00001767068,0.0003430866,0.001886113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001066138,"about_ca_system_score_gemma":0.0002537664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001318705,"about_ca_topic_score_gemma":0.0002675227,"domain_scores_codex":[0.9993759,0.000005625328,0.0001062584,0.0001724535,0.0001414731,0.0001982503],"domain_scores_gemma":[0.9991347,0.000008435394,0.00005221147,0.000353805,0.00002206862,0.0004288474],"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":[0.00003570004,0.0002255447,0.0001671384,0.0004417914,0.000006606635,0.00008351436,0.000003893418,2.136235e-9,0.00001324572,0.00001780422,0.9884321,0.01057262],"study_design_scores_gemma":[0.0006106474,0.00008012418,0.001732021,0.00008716984,0.00007719627,0.00002177683,0.000003746451,0.000004830656,0.000002801464,0.00003325161,0.9972466,0.00009981976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004091169,0.002033311,0.000002993402,0.001040313,0.0004650106,0.0003209525,0.002660634,0.0002739148,0.9927937],"genre_scores_gemma":[0.00122535,0.00003192841,0.002080264,0.00247122,0.002114347,0.000008765095,0.003644325,0.0002766887,0.9881471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05577404,"threshold_uncertainty_score":0.9988911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540488883807143,"score_gpt":0.3376038902511207,"score_spread":0.3221990014130492,"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."}}