{"id":"W3086992184","doi":"10.3390/ijerph17186785","title":"Global Risk Factor Evaluation of Obstructive Sleep Apnea in Relation to Research Activity and Socioeconomic Factors","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Obesity; China; Environmental health; Global health; Population; Disadvantaged; Epidemiology; Medicine; Obstructive sleep apnea; Developing country; Geography; Public health; Economic growth; Socioeconomics; Economics","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":[0.002701844,0.0003281789,0.000363374,0.003762585,0.000367454,0.001021954,0.0002337876,0.0002352459,0.002508744],"category_scores_gemma":[0.007693986,0.00009602217,0.0009212506,0.004295314,0.0003561384,0.0006921115,0.001283167,0.0003256053,0.0002138619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087201,"about_ca_system_score_gemma":0.0007900835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007177405,"about_ca_topic_score_gemma":0.009441484,"domain_scores_codex":[0.9984795,0.0006758953,0.0002718233,0.0001720627,0.0002296992,0.0001708703],"domain_scores_gemma":[0.9949402,0.001509247,0.001810058,0.0003673347,0.0008564584,0.000516716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003596033,0.000008965115,0.9949497,0.00005152966,0.0001274715,0.00002770619,0.0001542281,0.000107537,0.00007528222,0.0001095691,0.00009726832,0.004254812],"study_design_scores_gemma":[0.000001280511,0.00004977754,0.9979261,0.00003918189,0.000104857,0.00007921574,0.000776968,0.0003159459,0.00005530688,0.0001303255,0.0005170481,0.000004055639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837942,0.003858794,0.001510301,0.0006457687,0.00003218114,0.00006460529,0.003361051,0.00003113721,0.006702075],"genre_scores_gemma":[0.9982168,0.0004432186,0.0004093435,0.00002606791,0.00001316023,0.00001867244,0.0006546704,0.000004396905,0.0002134917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007177405,"threshold_uncertainty_score":0.0142889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299130930219047,"score_gpt":0.4377667489163329,"score_spread":0.3078536558944281,"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."}}