{"id":"W2136085080","doi":"10.1183/09031936.05.00131504","title":"Use of heated humidification during nasal CPAP titration in obstructive sleep apnoea syndrome","year":2005,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Continuous positive airway pressure; Medicine; Anesthesia; Tolerability; Placebo; Epworth Sleepiness Scale; Positive pressure; Titration; Airway; Polysomnography; Obstructive sleep apnea; Internal medicine; Apnea; Chemistry; Adverse effect","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":[0.0008356618,0.0004596914,0.001726841,0.0002809155,0.0002553366,0.0003388558,0.0004657735,0.0006726566,0.001238821],"category_scores_gemma":[0.002002885,0.00033618,0.0006782709,0.0002143502,0.0006307001,0.0003980628,0.0002633066,0.0007185387,0.0001199821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630614,"about_ca_system_score_gemma":0.0002334395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003438781,"about_ca_topic_score_gemma":0.0004913604,"domain_scores_codex":[0.9992489,0.0004295181,0.00009938885,0.00008493933,0.00009016284,0.00004712686],"domain_scores_gemma":[0.9991155,0.0004635627,0.0002429818,0.00005161775,0.00002503684,0.0001012498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7031935,0.01534198,0.006249055,0.001926045,0.001368908,0.0002444687,0.000346273,0.0008958775,0.1030346,0.00009836591,0.0002717881,0.1670292],"study_design_scores_gemma":[0.1941386,0.7177944,0.06059806,0.0001224691,0.001660118,0.0005552337,0.0001586388,0.00191543,0.02162657,0.0001095569,0.001247916,0.00007304606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978393,0.001505822,0.0002460333,0.00003540943,0.00004932662,0.0001314858,0.0000207806,0.00001735553,0.0001545676],"genre_scores_gemma":[0.9978822,0.0007799315,0.0007920844,0.00007225591,0.0001224108,0.0001754383,0.00004454139,0.000004842644,0.0001262832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001726841,"threshold_uncertainty_score":0.004419446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05481177764980204,"score_gpt":0.2975566721476935,"score_spread":0.2427448944978914,"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."}}