{"id":"W3186008326","doi":"10.1371/journal.pone.0255306","title":"Circulating levels of cell adhesion molecules and risk of cardiovascular events in obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; St. Paul's Hospital; Canadian Sleep & Circadian Network; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research; British Columbia Lung Association","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Polysomnogram; Cohort; Cohort study; Disease; Sleep apnea; Gastroenterology; Cardiology; Apnea; Polysomnography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000425107,0.0001874448,0.0002395429,0.0004695707,0.0002473878,0.0003266154,0.0002474913,0.0003814275,0.001761178],"category_scores_gemma":[0.001637777,0.0001474049,0.0002385717,0.0007216219,0.000161957,0.0002200511,0.0002498499,0.0004544823,0.0001136591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841031,"about_ca_system_score_gemma":0.0002154454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211945,"about_ca_topic_score_gemma":0.003208437,"domain_scores_codex":[0.99979,0.00005108853,0.00002884149,0.00004037686,0.00005609169,0.0000336183],"domain_scores_gemma":[0.9987351,0.0003322722,0.0005990056,0.00003442479,0.0000928239,0.0002063186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001146765,0.00002144171,0.9986957,0.00001493201,0.00004519747,0.00004084999,0.00002029519,0.00003614339,0.0001734841,0.000008859219,0.00003836071,0.0007901435],"study_design_scores_gemma":[0.000005448602,0.00005758678,0.9995177,0.000005417255,0.00002286379,0.0001196689,0.00002234849,0.0001605047,0.00002446488,0.00001687608,0.00004605181,0.00000112589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987238,0.00063791,0.00006970307,0.0000472107,0.000006822271,0.000004944557,0.000280808,0.00000246276,0.0002262861],"genre_scores_gemma":[0.9994327,0.0001726397,0.000071967,0.00001117016,0.00001341967,0.000005358632,0.000231724,6.732595e-7,0.00006028215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003211945,"threshold_uncertainty_score":0.006386518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022393216285738,"score_gpt":0.2566044008465624,"score_spread":0.2163804686837051,"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."}}