{"id":"W4402977879","doi":"10.1016/j.clinbiochem.2024.110831","title":"Impact of blood volume, air exposure duration, transport duration, and testing delay on plasma total carbon dioxide in simulated open collections using microtainers","year":2024,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Duration (music); Carbon dioxide; Volume (thermodynamics); Environmental science; Plasma volume; Exposure duration; Medicine; Chemistry; Internal medicine; Environmental health; Thermodynamics; Physics; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146338,0.0001908446,0.0005368666,0.00005985436,0.00008377258,0.00005307665,0.00008947215,0.0003384488,0.00003987692],"category_scores_gemma":[0.005730774,0.0001651046,0.0001724962,0.000752595,0.0001445955,0.0001077441,0.00003649954,0.0005853762,9.368523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007207447,"about_ca_system_score_gemma":0.0008417449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005846578,"about_ca_topic_score_gemma":0.00004006494,"domain_scores_codex":[0.9973834,0.0001155488,0.001631802,0.0005134129,0.0001631814,0.0001927211],"domain_scores_gemma":[0.9972619,0.001678093,0.0002906263,0.0002942858,0.0002678322,0.0002073057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002084536,0.001331519,0.6096939,0.0003700909,0.0005952679,0.0002600429,0.0000960794,0.001450801,0.3834061,0.000005665031,0.0001625799,0.0005433921],"study_design_scores_gemma":[0.02977625,0.01009702,0.5791146,0.003857284,0.00420925,0.0007303843,0.0006958409,0.2564442,0.1128434,0.0001135271,0.0005027539,0.001615451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980933,0.0002011118,0.000008756435,0.0005402803,0.0001002332,0.0004494258,0.00008444387,0.00004392099,0.0004784915],"genre_scores_gemma":[0.9983832,0.00001898275,0.0004086852,0.0001125171,0.0002018649,0.000007404857,0.00005465244,0.00002384935,0.0007888378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2705627,"threshold_uncertainty_score":0.6860685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575206045817413,"score_gpt":0.39952736743979,"score_spread":0.3437753069816158,"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."}}