{"id":"W2039871568","doi":"10.1002/hed.23935","title":"Extent of neck dissection after transoral robotic surgical resection of oropharyngeal squamous cell carcinoma: Report of a case and potential indications for inclusion of level I in a selective neck dissection","year":2014,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Neck dissection; Transoral robotic surgery; Medicine; Basal cell; Surgical resection; Dissection (medical); Surgery; Carcinoma; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003540542,0.0001789893,0.0007825702,0.0003180247,0.0001134382,0.000002589655,0.00003857804,0.0001529373,0.00001172236],"category_scores_gemma":[0.0001189372,0.0001610393,0.000166006,0.0004339006,0.0001387444,0.00009915727,0.00006291473,0.0001818734,1.375884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150216,"about_ca_system_score_gemma":0.0001343446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226458,"about_ca_topic_score_gemma":0.002136678,"domain_scores_codex":[0.9981378,0.00009689926,0.0008807871,0.0003558146,0.0003035959,0.0002250874],"domain_scores_gemma":[0.9988536,0.0001035913,0.000364392,0.0002255872,0.0003566728,0.00009621662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04007242,0.008090484,0.5757781,0.01411378,0.0002295722,0.001934226,0.02626164,0.0009571935,0.3237418,0.0001818841,0.000263761,0.008375169],"study_design_scores_gemma":[0.008575467,0.008424553,0.9053864,0.0004764787,0.0004152081,0.003431502,0.0005386542,0.003549765,0.06883092,0.0001320886,0.00004211657,0.0001968734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968174,0.0005510757,0.001214463,0.0001521388,0.0001490664,0.0009169756,0.00003694858,0.00001183097,0.0001501416],"genre_scores_gemma":[0.9989991,0.00004235666,0.0006134422,0.000006381715,0.00009195571,0.0001128701,0.00003316158,0.00002353454,0.00007716536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3296083,"threshold_uncertainty_score":0.6566991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216469053534157,"score_gpt":0.3034939955789481,"score_spread":0.2818470902255324,"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."}}