{"id":"W2055400242","doi":"10.1001/archotol.133.8.806","title":"Sentinel Node Biopsy in N0 Squamous Cell Carcinoma of the Oral Cavity and Oropharynx in Patients Previously Treated With Surgery or Radiation Therapy","year":2007,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Biopsy; Occult; Sentinel lymph node; Neck dissection; Gamma probe; Radiation therapy; Radiology; Surgery; Metastasis; Carcinoma; Cancer; Breast cancer; Pathology; 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":[0.0003699877,0.000203779,0.0008996564,0.0003722442,0.00005590392,0.000002881103,0.00004736561,0.00008732175,0.000005627014],"category_scores_gemma":[0.0001286953,0.0001249971,0.00008926222,0.0003522906,0.0003583653,0.00007008576,0.00004643899,0.0001786092,1.945561e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001688811,"about_ca_system_score_gemma":0.0001727399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335176,"about_ca_topic_score_gemma":0.0005703329,"domain_scores_codex":[0.9984476,0.00018598,0.0005579087,0.0002992185,0.0001353375,0.0003739819],"domain_scores_gemma":[0.998091,0.001366803,0.000208213,0.0002107218,0.00003373079,0.00008956028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005118147,0.0005957367,0.9856116,0.0003971058,0.00002461968,0.0001251269,0.0009784903,4.393343e-7,0.001674018,0.000001577162,0.00003566442,0.005437509],"study_design_scores_gemma":[0.003583905,0.0003381065,0.991599,0.0003171081,0.00002463268,0.00003731125,0.00003446771,0.00002682773,0.003879902,0.000005758282,0.00002823786,0.0001247263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969481,0.002178021,0.000001099871,0.000167824,0.00005518147,0.0004595203,0.000009333733,0.0000097702,0.0001711753],"genre_scores_gemma":[0.9984646,0.001213768,0.00003621508,0.0001876591,0.00001838439,0.00001452223,0.00001895745,0.00001865837,0.00002716254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005987451,"threshold_uncertainty_score":0.5097232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841671528529505,"score_gpt":0.2557095975867459,"score_spread":0.2372928823014508,"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."}}