{"id":"W2608716163","doi":"10.1093/sleepj/zsx050.520","title":"0521 IMPACT OF MASK TYPE ON CONTINUOUS POSITIVE AIRWAY PRESSURE EFFICACY AND COMPLIANCE: A META-ANALYSIS","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Meta-analysis; Obstructive sleep apnea; Subgroup analysis; Odds ratio; Randomized controlled trial; Sleep apnea; Anesthesia; Internal medicine","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":[0.01314262,0.003181523,0.01738896,0.003827571,0.0006750054,0.004606473,0.002047305,0.003441818,0.006554396],"category_scores_gemma":[0.02351621,0.001558664,0.06696602,0.004912774,0.0007164996,0.001860834,0.001273968,0.002608655,0.0006044616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898218,"about_ca_system_score_gemma":0.001875196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00410189,"about_ca_topic_score_gemma":0.006673441,"domain_scores_codex":[0.9899362,0.005462683,0.00229218,0.00109426,0.0008313141,0.0003833724],"domain_scores_gemma":[0.9837649,0.01269635,0.001856651,0.0006065289,0.0008553591,0.0002200822],"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":[0.004358432,0.00004074623,0.00384746,0.09111089,0.8943444,0.0001156415,0.00003913933,0.0004528397,0.0001700605,0.00008761197,0.000370587,0.005062106],"study_design_scores_gemma":[0.0007613533,0.0002015935,0.002688785,0.003953812,0.9912289,0.00004838019,0.00001447064,0.0001932178,0.00007446679,0.0001175292,0.0007034424,0.00001407898],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01644812,0.9795005,0.001106806,0.0003449966,0.0004410075,0.0004180596,0.0009279301,0.00005804864,0.0007545083],"genre_scores_gemma":[0.5143987,0.4728838,0.003994238,0.00213028,0.001072282,0.00204904,0.001980765,0.0000929983,0.001397929],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01738896,"threshold_uncertainty_score":0.06950563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08894048279951831,"score_gpt":0.4010616038330434,"score_spread":0.3121211210335251,"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."}}