{"id":"W3186499484","doi":"10.1002/lary.29755","title":"Impact of Body Mass Index and Discomfort on Upper Airway Stimulation: ADHERE Registry 2020 Update","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Body mass index; Adverse effect; Observational study; Epworth Sleepiness Scale; Internal medicine; Apnea; Physical therapy; Anesthesia; Polysomnography","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":[0.01051485,0.0006259054,0.001381325,0.002770646,0.0002304436,0.002249217,0.0009330751,0.001114741,0.002791804],"category_scores_gemma":[0.01544976,0.0003697198,0.001201886,0.00296744,0.0002015799,0.001664698,0.001554648,0.001029736,0.001594469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000690227,"about_ca_system_score_gemma":0.001533721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424647,"about_ca_topic_score_gemma":0.005596808,"domain_scores_codex":[0.9947253,0.001406406,0.00114278,0.0004848789,0.00196485,0.0002757194],"domain_scores_gemma":[0.9749084,0.005264244,0.01246133,0.001458102,0.004446815,0.001461003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002244189,0.0005155377,0.8520173,0.0007248613,0.0005551652,0.000125846,0.000073963,0.0008760878,0.0002882174,0.0002633328,0.0553491,0.08696643],"study_design_scores_gemma":[0.0005528287,0.0009293371,0.9702076,0.0004968623,0.0006544877,0.0002946208,0.0001249419,0.002310833,0.0003409969,0.0001404378,0.0238939,0.00005322396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6217746,0.01210914,0.006506175,0.007761075,0.0009488314,0.002156146,0.3284344,0.001378253,0.01893137],"genre_scores_gemma":[0.5229362,0.005666168,0.01065538,0.005841052,0.001704322,0.003945287,0.4441575,0.0002591694,0.004834929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051485,"threshold_uncertainty_score":0.05560845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139054531657778,"score_gpt":0.3234159642155037,"score_spread":0.3095105110497259,"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."}}