{"id":"W2298648331","doi":"10.1093/jtm/taw005","title":"Biomarkers of hypoxia, endothelial and circulatory dysfunction among climbers in Nepal with AMS and HAPE: a prospective case–control study","year":2016,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; Toronto General Hospital; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hypoxia (environmental); Circulatory system; Prospective cohort study; Internal medicine; Cardiology; Oxygen","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":[0.0003639068,0.000346942,0.0003936821,0.0008305879,0.0009086229,0.000539761,0.0004143015,0.0005546586,0.001295542],"category_scores_gemma":[0.0009281354,0.0004796329,0.0002775788,0.0007092536,0.0004493959,0.0004234312,0.0004229812,0.0003588856,0.0001239829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003448563,"about_ca_system_score_gemma":0.0003312802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006182545,"about_ca_topic_score_gemma":0.007458832,"domain_scores_codex":[0.9996579,0.00006729613,0.00003398311,0.0001224928,0.00006130608,0.00005717058],"domain_scores_gemma":[0.9996339,0.00007985203,0.0001220463,0.00004301819,0.00004785257,0.0000732688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001320325,0.0001763869,0.9973772,0.00002487379,0.00004706196,0.0009059535,0.0003612009,0.00001393987,0.0003629434,0.00002099373,0.00004545677,0.0005320511],"study_design_scores_gemma":[0.00001228632,0.0002570039,0.9979387,0.000007173962,0.00003480287,0.001100889,0.0004117476,0.00008936245,0.0000327132,0.00001261348,0.00009880566,0.000003768893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996474,0.00007100074,0.00004327938,0.000007144234,0.000001680164,0.00002626637,0.00005818692,8.610793e-7,0.0001443572],"genre_scores_gemma":[0.9996483,0.00005028905,0.00006045729,0.00001593969,0.000004891343,0.00002756546,0.0001123434,4.628645e-7,0.00007969054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006182545,"threshold_uncertainty_score":0.0122931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00658204644845978,"score_gpt":0.2274752557130776,"score_spread":0.2208932092646178,"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."}}