{"id":"W2992700500","doi":"10.1111/coa.13490","title":"Transoral microscopic cautery‐assisted laser tonsillectomy/tongue base resection (TOMCAT)","year":2019,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Tonsillectomy; Resection; Base (topology); Tongue; General surgery; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001909094,0.0003098657,0.0003431336,0.0004934013,0.0007252483,0.0002604699,0.0003003038,0.000395177,0.01024728],"category_scores_gemma":[0.0003188456,0.0001892637,0.000656128,0.0002950927,0.0004485531,0.0003557259,0.0005398403,0.001028483,0.002178219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363255,"about_ca_system_score_gemma":0.000926492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004249003,"about_ca_topic_score_gemma":0.01407401,"domain_scores_codex":[0.9998642,0.000008714778,0.00001106405,0.00004319347,0.00003926128,0.00003350217],"domain_scores_gemma":[0.9998895,0.00002082596,0.00001037652,0.00002960762,0.00001325067,0.00003647796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003271254,0.0009957756,0.02068088,0.0006245594,0.0004090324,0.06218718,0.0003374364,0.0009005903,0.3150136,0.001660963,0.02253809,0.5713808],"study_design_scores_gemma":[0.001092055,0.006809896,0.2586002,0.0001832544,0.0005008383,0.4825414,0.0004729052,0.007395588,0.07081457,0.001746568,0.1695397,0.0003031926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769673,0.008022561,0.02154431,0.003836224,0.002939874,0.0008701678,0.001540734,0.00211575,0.08216311],"genre_scores_gemma":[0.9634141,0.001744571,0.009785837,0.0009789225,0.0002838041,0.0001321192,0.0005927238,0.00009148617,0.02297636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024728,"threshold_uncertainty_score":0.0342806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705939660228696,"score_gpt":0.3810093515606242,"score_spread":0.3339499549583372,"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."}}