{"id":"W4416192309","doi":"10.1002/lio2.70305","title":"Body Mass Index and Hypoglossal Nerve Stimulation Outcomes: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Body mass index; Hypoglossal nerve; Candidacy; Nerve stimulation; Stimulation; Index (typography)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01324079,0.003634567,0.01963029,0.006046161,0.0006794789,0.004294436,0.002100732,0.002559104,0.004399133],"category_scores_gemma":[0.0346172,0.001774486,0.04169533,0.007244901,0.000777552,0.002111295,0.001526488,0.001996346,0.0003381559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706617,"about_ca_system_score_gemma":0.003831209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007236552,"about_ca_topic_score_gemma":0.01356983,"domain_scores_codex":[0.9906011,0.004455464,0.002608997,0.0009905805,0.001007107,0.0003367188],"domain_scores_gemma":[0.9837017,0.01146368,0.002936974,0.0004712091,0.001254193,0.0001722697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001656051,0.00002882679,0.003026362,0.4248141,0.5605744,0.000107063,0.00007022298,0.0005543132,0.0001817997,0.0001266357,0.0005754699,0.008284721],"study_design_scores_gemma":[0.0005898863,0.0002248426,0.003372455,0.03304765,0.960877,0.00007779102,0.00004118743,0.0001767164,0.0001187824,0.0001613721,0.001287175,0.00002507553],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00493482,0.9930154,0.000487926,0.0002132343,0.0001850631,0.0003405235,0.0005542095,0.00002147265,0.000247205],"genre_scores_gemma":[0.1674447,0.8249873,0.002430297,0.001132786,0.0004493681,0.002216261,0.000876354,0.00003281218,0.0004301675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01963029,"threshold_uncertainty_score":0.07002479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425262255058215,"score_gpt":0.301607217779256,"score_spread":0.2773545952286739,"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."}}