{"id":"W4416639045","doi":"10.1183/13993003.congress-2025.oa4354","title":"Projecting the future burden of OSA in EU5 countries accounting for body mass index","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Body mass index; Obesity; Population; Population ageing; Index (typography); Public health; Obstructive sleep apnea; Overweight","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":[0.001389499,0.0004895582,0.0003679081,0.0006558082,0.0002832113,0.001011575,0.0008556959,0.000931991,0.004029587],"category_scores_gemma":[0.003543194,0.0003711662,0.001398339,0.0007598795,0.0002648871,0.0009313892,0.001251323,0.0006751701,0.0005674314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685677,"about_ca_system_score_gemma":0.001911063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1007542,"about_ca_topic_score_gemma":0.05396073,"domain_scores_codex":[0.9996424,0.0001564508,0.00002242978,0.00007715204,0.00002592574,0.00007567993],"domain_scores_gemma":[0.9992498,0.0003200628,0.0001542577,0.00004921052,0.0001373579,0.0000893355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001846218,0.00005800459,0.1174052,0.000152857,0.0002606516,0.0002995606,0.000204869,0.8525547,0.0003177991,0.009658875,0.005659449,0.01324337],"study_design_scores_gemma":[0.00006712082,0.0001719867,0.03567435,0.0002634536,0.0001969151,0.0001968083,0.0004303026,0.9466295,0.0002359861,0.007704142,0.00837081,0.00005855571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.888272,0.001343139,0.07127471,0.003963402,0.0002367293,0.0001409155,0.02290906,0.0003314443,0.01152861],"genre_scores_gemma":[0.9692473,0.0009116456,0.01568545,0.000428713,0.0000454099,0.0001493309,0.01106502,0.00003292324,0.002434147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007542,"threshold_uncertainty_score":0.2003355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178467284007276,"score_gpt":0.3253644118499969,"score_spread":0.3135797390099241,"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."}}