{"id":"W2905118245","doi":"10.1136/thoraxjnl-2018-212319","title":"Positive airway pressure for sleep-disordered breathing in acute quadriplegia: a randomised controlled trial","year":2018,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Transport Accident Commission; Rick Hansen Institute","keywords":"Medicine; Polysomnography; Neurocognitive; Continuous positive airway pressure; Randomized controlled trial; Anxiety; Physical therapy; Epworth Sleepiness Scale; Hospital Anxiety and Depression Scale; Tetraplegia; Quality of life (healthcare); Anesthesia; Spinal cord injury; Internal medicine; Apnea; Obstructive sleep apnea; Cognition; Spinal cord; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002415898,0.001453052,0.0048337,0.0009152143,0.0006069946,0.001476737,0.001268811,0.003176931,0.01157208],"category_scores_gemma":[0.003821774,0.0005683313,0.002724585,0.0009452628,0.001370349,0.001181186,0.000589591,0.003122354,0.001058069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009620448,"about_ca_system_score_gemma":0.001622886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073266,"about_ca_topic_score_gemma":0.0034644,"domain_scores_codex":[0.9984304,0.0009429168,0.0001725248,0.0001902983,0.0001093159,0.0001544848],"domain_scores_gemma":[0.9989151,0.0004655597,0.0002756141,0.00004946044,0.00006574651,0.0002284924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9690521,0.002304621,0.0003736643,0.008985021,0.002230085,0.00007529586,0.00005592771,0.0002039033,0.0006385217,0.0002158838,0.0008847433,0.01498025],"study_design_scores_gemma":[0.9889005,0.009213698,0.0005086916,0.0002701399,0.0004947065,0.00001631282,0.00001647737,0.00009925123,0.00004355556,0.0000856909,0.0003448183,0.000006264675],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553795,0.08490774,0.001854434,0.004309144,0.005866044,0.03691752,0.003167667,0.000397068,0.007200905],"genre_scores_gemma":[0.9158132,0.02844553,0.003080427,0.00312441,0.002073324,0.04046183,0.001226395,0.00003087966,0.00574404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157208,"threshold_uncertainty_score":0.0387125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706518459028166,"score_gpt":0.3310358942019517,"score_spread":0.31397070961167,"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."}}