{"id":"W2997267498","doi":"10.1002/9780471420194.tnmc72","title":"Unknown Primary – Cervical Nodes","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Primary (astronomy); Computer science; Mathematics; Physics","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":[0.00008415794,0.0002537764,0.0006485381,0.0001813239,0.00005280571,0.00002623969,0.000318362,0.0004147002,0.2107448],"category_scores_gemma":[0.0001223468,0.0001954722,0.0001711623,0.00007152101,0.0001868053,0.00001661114,0.0002014578,0.0006666475,0.0009678091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082298,"about_ca_system_score_gemma":0.0004003425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003441396,"about_ca_topic_score_gemma":0.0008073982,"domain_scores_codex":[0.9985038,0.00002296887,0.0001597764,0.0003925244,0.0005490403,0.0003718667],"domain_scores_gemma":[0.9985443,0.00004209112,0.00009237839,0.000924485,0.00008940361,0.0003073521],"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":[0.0001250233,0.0002490588,0.0001743007,0.0007920148,0.0000864156,0.0001175095,0.000005363439,1.2555e-8,0.00001605015,0.00005225533,0.8411766,0.1572054],"study_design_scores_gemma":[0.001208667,0.0001197611,0.0219005,0.0003005024,0.00009211607,0.00002130022,0.000001945736,0.00001614629,0.000007911494,0.00003720952,0.9761012,0.0001927866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001401857,0.003625344,0.00001485166,0.00174654,0.0002206187,0.0003347849,0.001447099,0.00021436,0.9923824],"genre_scores_gemma":[0.000176362,0.001708262,0.0009442332,0.001287807,0.004396487,0.00001963918,0.003890346,0.0003982515,0.9871786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.209777,"threshold_uncertainty_score":0.99981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791217960099805,"score_gpt":0.3850645255954199,"score_spread":0.3371523459944219,"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."}}