{"id":"W4403052694","doi":"10.58931/cait.2024.4163","title":"Adult Obstructive Sleep Apnea: A Practical Guide for the Allergist","year":2024,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Apnea; Pediatrics; Internal medicine","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":[0.0006880803,0.001500662,0.001056895,0.002501648,0.0006030636,0.00139017,0.001092198,0.002843681,0.04674448],"category_scores_gemma":[0.003299125,0.0004347094,0.0005697479,0.0009660107,0.0003980698,0.003154462,0.00111291,0.004909134,0.05229678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308514,"about_ca_system_score_gemma":0.001265778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178251,"about_ca_topic_score_gemma":0.004411474,"domain_scores_codex":[0.9995782,0.00009408075,0.00009254085,0.00005386017,0.0001378448,0.00004338974],"domain_scores_gemma":[0.9987102,0.0003042852,0.0001041178,0.00004641037,0.0005600143,0.0002749646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002569024,0.0001117629,0.0009183894,0.0002999679,0.000006338134,0.001486836,0.00009072039,0.00008145069,0.0003897499,0.0005599444,0.8048351,0.191194],"study_design_scores_gemma":[0.00003121372,0.0000861846,0.002792858,0.001590614,0.00001060898,0.01292529,0.0002952184,0.0001892655,0.00009964767,0.001910801,0.9800396,0.00002873876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004596128,0.3194215,0.03372674,0.3012281,0.05424794,0.00161139,0.005915412,0.009539542,0.2697132],"genre_scores_gemma":[0.02182148,0.3445421,0.08764791,0.1796511,0.06454565,0.002637578,0.008458301,0.001056946,0.289639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04674448,"threshold_uncertainty_score":0.1563759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822854295109751,"score_gpt":0.3075471298401797,"score_spread":0.2893185868890822,"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."}}