{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005368116,0.0009649589,0.0008059388,0.0007673509,0.00097019,0.001336386,0.001698402,0.0008822453,0.002513214],"category_scores_gemma":[0.02094685,0.0006329999,0.0007180904,0.0005471339,0.000769076,0.001027763,0.000825254,0.0006971592,0.002004494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004006945,"about_ca_system_score_gemma":0.0006704396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552334,"about_ca_topic_score_gemma":0.001157417,"domain_scores_codex":[0.9923666,0.003674268,0.0009592983,0.0006401226,0.001997465,0.0003622033],"domain_scores_gemma":[0.9884321,0.004636873,0.001907924,0.001648741,0.002867218,0.0005072299],"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":[0.01200581,0.001396983,0.08985476,0.00106815,0.0004632122,0.002239873,0.00367917,0.002488017,0.716439,0.0007675803,0.008758839,0.1608386],"study_design_scores_gemma":[0.0003083613,0.01280687,0.1460891,0.0003847641,0.0007486993,0.004027358,0.001109375,0.006341186,0.8052691,0.000649504,0.02197841,0.0002874254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161869,0.005277205,0.06585959,0.001414771,0.001166854,0.002777518,0.001251676,0.002311186,0.003754284],"genre_scores_gemma":[0.8589406,0.001936151,0.1303579,0.001329449,0.0003549591,0.001017221,0.001912768,0.0004372042,0.003713747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005368116,"threshold_uncertainty_score":0.02838963,"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."}}