{"id":"W1627167252","doi":"10.1093/sleep/33.2.260","title":"Evaluation of Sham-CPAP as a Placebo in CPAP Intervention Studies","year":2010,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Heart, Lung, and Blood Institute","keywords":"Continuous positive airway pressure; Placebo; Medicine; Anesthesia; Positive airway pressure; Intervention (counseling); Obstructive sleep apnea; Alternative medicine; Psychiatry","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":[0.01730885,0.001902732,0.00444562,0.00103769,0.0006229149,0.001498821,0.001523872,0.003545674,0.006090575],"category_scores_gemma":[0.02071106,0.0008052164,0.00283546,0.0008675407,0.001560865,0.001761604,0.000678559,0.001445016,0.0004767989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007394503,"about_ca_system_score_gemma":0.001879949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000322777,"about_ca_topic_score_gemma":0.0005442706,"domain_scores_codex":[0.980669,0.01403775,0.002366228,0.00110819,0.001441059,0.0003777874],"domain_scores_gemma":[0.9825861,0.009613351,0.00388992,0.0009966645,0.001994962,0.0009189195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.9195365,0.01106619,0.0005906725,0.01190706,0.004363713,0.00007850403,0.0001404253,0.0002280254,0.004338981,0.0003943828,0.0003025586,0.04705283],"study_design_scores_gemma":[0.6670117,0.318641,0.003381761,0.001051331,0.005171119,0.00005083729,0.00007777092,0.0004600462,0.001887338,0.0003391922,0.001895193,0.00003278032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8328635,0.07946391,0.01136817,0.00185756,0.00564314,0.06171951,0.001057297,0.0003103554,0.005716549],"genre_scores_gemma":[0.9243382,0.01128958,0.01403766,0.0007834819,0.001733222,0.04599165,0.0002856773,0.0000346892,0.001505904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730885,"threshold_uncertainty_score":0.09153903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06574992229086556,"score_gpt":0.4310136299623047,"score_spread":0.3652637076714392,"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."}}