{"id":"W1966981693","doi":"10.1002/lary.21730","title":"Endoscopic‐assisted radiofrequency lingual tonsillectomy","year":2011,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Tonsillectomy; Surgery; Dentistry","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":[0.0001359769,0.0003823489,0.0004142199,0.0002650157,0.0003082893,0.0003392565,0.0004365886,0.0002938677,0.003144276],"category_scores_gemma":[0.0001938565,0.000109409,0.0008477762,0.0002180293,0.0003701312,0.0004843373,0.0003817416,0.0007313089,0.0009563399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119947,"about_ca_system_score_gemma":0.0004873268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000804312,"about_ca_topic_score_gemma":0.001933303,"domain_scores_codex":[0.9998995,0.000008308201,0.00001373484,0.000022151,0.00003525963,0.00002103468],"domain_scores_gemma":[0.999939,0.00001322397,0.0000121817,0.00001349638,0.000004947726,0.00001719815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000954306,0.000436969,0.0152389,0.001645858,0.0003867628,0.0931448,0.000289729,0.001241033,0.340007,0.002290898,0.007910574,0.5364531],"study_design_scores_gemma":[0.0002051819,0.001358428,0.04829061,0.0002939816,0.0003004545,0.8344467,0.00018487,0.003393512,0.03113492,0.0007258483,0.07952814,0.0001372279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7126067,0.08667892,0.131239,0.002458579,0.002109315,0.0006384289,0.001101564,0.002460774,0.06070679],"genre_scores_gemma":[0.9294171,0.01994149,0.03653524,0.00162341,0.000958688,0.0001476726,0.000722604,0.0001378464,0.01051587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003144276,"threshold_uncertainty_score":0.01051861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06333061028119485,"score_gpt":0.3075462690811346,"score_spread":0.2442156587999397,"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."}}