{"id":"W2023443139","doi":"10.1089/ham.2008.1027","title":"Performance of Evacuated Blood Collection Tubes at High Altitude","year":2008,"lang":"en","type":"article","venue":"High Altitude Medicine & Biology","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Vacutainer; Effects of high altitude on humans; Blood collection; Altitude (triangle); Environmental science; Medicine; Blood volume; Anesthesia; Emergency medicine; Internal medicine; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002808013,0.0003662714,0.0006358396,0.0001925096,0.0003086287,0.000002688337,0.0003806548,0.0004006513,0.0004813954],"category_scores_gemma":[0.0001517787,0.0002968288,0.0001062357,0.000315078,0.0007675356,0.00000814969,0.0002166196,0.0001920618,0.00006550938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004104258,"about_ca_system_score_gemma":0.0001580369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000812316,"about_ca_topic_score_gemma":0.0003693958,"domain_scores_codex":[0.9977712,0.0001459385,0.0006406169,0.0006628736,0.0002396179,0.0005397507],"domain_scores_gemma":[0.9987001,0.00004247383,0.0001893121,0.0006056317,0.0002768482,0.000185654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004486848,0.000221827,0.1425784,0.00005833123,0.0002804724,0.00002064075,0.0001137633,0.00004838028,0.8487341,0.0002779485,0.007085269,0.0001322232],"study_design_scores_gemma":[0.007367885,0.008914414,0.3112365,0.00009617736,0.0003202324,0.0005763852,0.00002970116,0.00009355423,0.6321904,0.00005353836,0.03842282,0.0006983621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995276,0.002107493,0.00009559637,0.0004314271,0.0007157362,0.0003353676,0.00002786349,0.00004929523,0.0009612348],"genre_scores_gemma":[0.9902188,0.005488642,0.0004857763,0.0005092858,0.0007960272,0.00005439177,0.0007354922,0.0000391199,0.001672514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2165436,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227976989954346,"score_gpt":0.2416750598517545,"score_spread":0.2293952899522111,"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."}}