{"id":"W4402482081","doi":"10.1002/lary.31751","title":"Maxillomandibular Advancement for Obstructive Sleep Apnea in Patients With Obesity: A Meta‐Analysis","year":2024,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Obstructive sleep apnea; Obesity; Meta-analysis; Medicine; Sleep apnea; Sleep (system call); Dentistry; Internal medicine; Computer science","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":[0.004130166,0.00156481,0.008550457,0.00288231,0.0005050027,0.002248134,0.001249966,0.00170958,0.004103051],"category_scores_gemma":[0.008631405,0.0008939701,0.02429841,0.003854658,0.0003609489,0.001006018,0.0008230775,0.001378166,0.0002666136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009587886,"about_ca_system_score_gemma":0.001290095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004614778,"about_ca_topic_score_gemma":0.01138926,"domain_scores_codex":[0.997418,0.000986669,0.000772076,0.0003670813,0.0003125058,0.0001436898],"domain_scores_gemma":[0.9963988,0.002324585,0.0008145878,0.0001015832,0.0002638597,0.00009664078],"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":[0.008405959,0.0001119441,0.01335668,0.2959923,0.6544849,0.0002050586,0.0001038998,0.0003991025,0.0004281841,0.0001105289,0.0008047625,0.02559663],"study_design_scores_gemma":[0.001588666,0.0005911732,0.01486672,0.02297898,0.9573666,0.0001477406,0.00007268071,0.0001778996,0.0001379848,0.00009813164,0.001949185,0.00002420901],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01247188,0.9865268,0.0001306468,0.000123817,0.0001190902,0.0000921723,0.0002620489,0.000009487238,0.0002639508],"genre_scores_gemma":[0.2892127,0.7072328,0.001052217,0.0006247711,0.00038994,0.0004238769,0.0006060521,0.00001704783,0.0004406099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008550457,"threshold_uncertainty_score":0.02184266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04613580162137287,"score_gpt":0.3490471819283505,"score_spread":0.3029113803069777,"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."}}