{"id":"W3023810833","doi":"10.1089/ham.2019.0124","title":"Global REACH 2018: The Effect of an Expiratory Resistance Mask with Dead Space on Sleep and Acute Mountain Sickness During Acute Exposure to Hypobaric Hypoxia","year":2020,"lang":"en","type":"article","venue":"High Altitude Medicine & Biology","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of Manitoba; University of Windsor; University of British Columbia, Okanagan Campus","funders":"","keywords":"Altitude sickness; Medicine; Hypoxia (environmental); Hypobaric chamber; Effects of high altitude on humans; Apnea; Anesthesia; Morning; Internal medicine","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":[0.0003572309,0.0004798686,0.0006325832,0.0001729382,0.0001450823,0.0002404548,0.0004300218,0.000453869,0.003009243],"category_scores_gemma":[0.0005354385,0.000117096,0.0005119003,0.00009164175,0.0003313273,0.0002515405,0.0005160877,0.0003523818,0.000254987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326835,"about_ca_system_score_gemma":0.0002968119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005466645,"about_ca_topic_score_gemma":0.001208411,"domain_scores_codex":[0.9998565,0.00005506623,0.00001005697,0.00001947377,0.00003543789,0.0000234998],"domain_scores_gemma":[0.9998185,0.00004386819,0.00004140156,0.00001770732,0.00001356182,0.00006497038],"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":[0.3920346,0.02139433,0.01181945,0.002441205,0.0007763828,0.0003875365,0.0005838059,0.001705952,0.3160793,0.0003027925,0.003524114,0.2489505],"study_design_scores_gemma":[0.02959684,0.7751952,0.1386964,0.000140858,0.0009906819,0.0005154773,0.0002897501,0.002556854,0.04592194,0.0002219306,0.005804172,0.00006979967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998348,0.0004392113,0.0002672207,0.00009003533,0.0000411769,0.0001287799,0.0001164351,0.00004255557,0.0005264677],"genre_scores_gemma":[0.9963813,0.0005524473,0.001068563,0.0001909615,0.00007384674,0.0003213886,0.0002523472,0.00001318366,0.001145863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003009243,"threshold_uncertainty_score":0.01006687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005723513437254243,"score_gpt":0.2428794537572589,"score_spread":0.2371559403200047,"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."}}