{"id":"W2998405145","doi":"10.1002/9780471420194.tnmc05.pub3","title":"Larynx","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Epiglottis; Anterior commissure; Glottis; Subglottis; Larynx; Medicine; Cervical lymph nodes; Anatomy; Lymph; Posterior commissure; Arytenoid cartilage; Commissure; Physical examination; Radiology; Metastasis; Pathology; 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":[],"category_scores_codex":[0.00002464409,0.0001513497,0.000470409,0.00007283309,0.00003498002,0.000004370775,0.00008484532,0.0001567167,0.01146724],"category_scores_gemma":[0.0000628326,0.0001144732,0.00007277745,0.00002081754,0.00006127608,0.000006252179,0.00004669702,0.0001788282,0.000466828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000204184,"about_ca_system_score_gemma":0.00009599029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001590535,"about_ca_topic_score_gemma":0.0006505358,"domain_scores_codex":[0.9994559,0.000005173707,0.00007489477,0.0001793074,0.0001297675,0.0001549708],"domain_scores_gemma":[0.9993469,0.000008736302,0.00008172711,0.0004685236,0.00001876197,0.00007536692],"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":[0.00001182503,0.00006860052,0.0000991745,0.0001340824,0.00009739888,0.00007943602,0.00001351012,1.244633e-9,0.00001506587,0.0000088817,0.9782641,0.02120796],"study_design_scores_gemma":[0.0005561443,0.00009884671,0.001814052,0.001300031,0.00008114547,0.00001275361,0.000004378729,0.000001968531,0.000004929784,0.000005127893,0.9960099,0.0001106687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003232058,0.006952385,0.000001869384,0.001564026,0.0003833751,0.0001588207,0.001288626,0.0001820814,0.9894365],"genre_scores_gemma":[0.00004597997,0.003155575,0.0006395444,0.0007475743,0.002445864,0.000008973065,0.0006770038,0.0002265892,0.9920529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02109729,"threshold_uncertainty_score":0.9894364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04309403235419081,"score_gpt":0.3701128171053091,"score_spread":0.3270187847511183,"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."}}