{"id":"W4367304325","doi":"10.1212/wnl.0000000000203282","title":"CPAP Therapy for 4 Months Improves Sleep Quality, Daytime Alertness, Fatigue, and Mental Health in People with Chronic Spinal Cord Injury and Moderate-to-Severe Sleep-Related Breathing Disorder: The Preliminary Results of an Ongoing Prospective Study. (S38.002)","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Continuous positive airway pressure; Obstructive sleep apnea; Physical therapy; Anxiety; Depression (economics); Hospital Anxiety and Depression Scale; Alertness; Spinal cord injury; Polysomnography; Apnea; Internal medicine; Psychiatry; Spinal cord","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":[0.0007151432,0.0003838769,0.000788335,0.0003653468,0.0007197847,0.0004520238,0.0004403564,0.0007632563,0.003335284],"category_scores_gemma":[0.001698013,0.0003069139,0.001017893,0.0005850337,0.0002069717,0.0004765645,0.0004024436,0.0009283447,0.0004058803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003875304,"about_ca_system_score_gemma":0.000692789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007814298,"about_ca_topic_score_gemma":0.01828268,"domain_scores_codex":[0.9997047,0.000096306,0.00003748935,0.0000366281,0.00006404616,0.00006089092],"domain_scores_gemma":[0.9991351,0.00009976029,0.0003201033,0.00004037016,0.0001189359,0.0002856299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1379267,0.06412625,0.564256,0.002878362,0.006414198,0.0002581474,0.0006341973,0.0003663826,0.00446944,0.00004801857,0.003466441,0.2151559],"study_design_scores_gemma":[0.009008417,0.04915096,0.9394814,0.0001228015,0.0009665717,0.0001012393,0.0001727404,0.0001608852,0.0002776083,0.00003012814,0.0005082521,0.00001904592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951563,0.002726777,0.00005749353,0.0001784721,0.00005484109,0.000313508,0.0005365171,0.0000142907,0.0009618218],"genre_scores_gemma":[0.9958131,0.001611054,0.000332936,0.0003721675,0.00007602495,0.0004046928,0.0006989528,0.000001622735,0.000689442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007814298,"threshold_uncertainty_score":0.01553762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193806136459587,"score_gpt":0.3530289730076392,"score_spread":0.3310909116430434,"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."}}