{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008769546,0.0001658182,0.000285983,0.0002996558,0.0002890925,0.0003320599,0.000336217,0.0002989894,0.0008543496],"category_scores_gemma":[0.002321247,0.00008898364,0.0004169788,0.0003907217,0.0003061313,0.0002433036,0.0003481116,0.0002553838,0.00009513427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852483,"about_ca_system_score_gemma":0.001623349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03100365,"about_ca_topic_score_gemma":0.08270478,"domain_scores_codex":[0.9995334,0.00009025398,0.00002293922,0.00006641381,0.0001560214,0.000131021],"domain_scores_gemma":[0.9990337,0.0001745352,0.0004873037,0.00001920939,0.0000857445,0.0001995276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007224682,0.0003306659,0.9569334,0.0001264658,0.000374211,0.0001517031,0.0002700656,0.0003614703,0.00152176,0.0000321259,0.0003235442,0.03235006],"study_design_scores_gemma":[0.0001417625,0.002514339,0.9961427,0.00001609988,0.0001411495,0.0002433239,0.0001675868,0.0001566147,0.0002397485,0.00001286888,0.0002173357,0.000006572139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988694,0.0007570576,0.00002962662,0.00003569037,0.00000433051,0.00001333413,0.00008900154,0.000001077045,0.0002005212],"genre_scores_gemma":[0.9995745,0.0001313061,0.00002671888,0.00002085054,0.000007555995,0.000006263709,0.0001568911,5.311742e-7,0.00007542074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03100365,"threshold_uncertainty_score":0.0616464,"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."}}