{"id":"W109451813","doi":"","title":"Oncologic and voice outcomes after treatment of early glottic cancer: transoral laser microsurgery versus radiotherapy.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transoral laser microsurgery; Medicine; Laryngectomy; Stage (stratigraphy); Cancer; Radiation therapy; Glottis; Quality of life (healthcare); Clinical endpoint; Surgery; Larynx; Internal medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009588675,0.0001393767,0.0005090719,0.00004901984,0.00002866989,0.00000488987,0.00001918409,0.00005595415,0.00003503589],"category_scores_gemma":[0.00001356202,0.00009288239,0.0001021773,0.00007668135,0.00009039458,0.00006394152,0.000005688493,0.00003791344,0.000002226216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195243,"about_ca_system_score_gemma":0.00003120074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002945506,"about_ca_topic_score_gemma":0.0001373907,"domain_scores_codex":[0.9991786,0.0000279206,0.0001713938,0.0001345197,0.0001070042,0.0003805898],"domain_scores_gemma":[0.9995244,0.0001288564,0.00004136361,0.0001168681,0.00002295989,0.0001656142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001774643,0.0002582445,0.8640559,0.00004472241,0.000310315,0.000008099681,0.001074606,7.558393e-8,0.00007069139,0.000001529382,0.0001649136,0.1322363],"study_design_scores_gemma":[0.004383008,0.0003654161,0.9708187,0.00001102345,0.0002112152,0.00000315166,0.00004383915,3.713954e-7,0.001028735,6.939064e-7,0.02304489,0.00008894096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724565,0.02442319,0.000001024067,0.001633107,0.0005816869,0.0005294165,0.00002527431,0.00002561503,0.0003241675],"genre_scores_gemma":[0.9934579,0.003665472,0.00007346363,0.0002937633,0.0001938514,0.001477241,0.000001362738,0.0000144325,0.0008225497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321473,"threshold_uncertainty_score":0.3787634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05466516165885555,"score_gpt":0.3121893939494257,"score_spread":0.2575242322905701,"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."}}