{"id":"W2974638572","doi":"","title":"Impact of hemolysis during sample collection: How different is drug concentration in hemolyzed plasma from that of normal plasma?","year":2012,"lang":"en","type":"article","venue":"","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BioPhage Pharma (Canada)","funders":"","keywords":"Hemolysis; Chemistry; Drug; Plasma; Plasma concentration; Chromatography; Pharmacology; Red blood cell; Biochemistry; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002874478,0.0001599636,0.0006371955,0.00006987653,0.00003801284,0.0000162089,0.00005990563,0.0001098936,0.001785779],"category_scores_gemma":[0.0005221132,0.0001184058,0.000231244,0.0002543181,0.00004939814,0.0003507298,0.00003256133,0.0001929522,0.000003868839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301254,"about_ca_system_score_gemma":0.00009223167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003118021,"about_ca_topic_score_gemma":0.0007152361,"domain_scores_codex":[0.9985628,0.0001501204,0.0005128912,0.0001851803,0.0003281565,0.0002608322],"domain_scores_gemma":[0.9977431,0.001303789,0.0003858781,0.0002665915,0.0001141101,0.0001865094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002327095,0.0008080272,0.9629313,0.00006140376,0.0002738353,0.000001513203,0.001123224,0.000006891468,0.03169145,0.00003384551,0.0002283722,0.0005130282],"study_design_scores_gemma":[0.007498363,0.0002001017,0.8049456,0.0000621167,0.0002010279,0.000002843725,0.0005941052,0.002561367,0.1837024,0.000008970585,0.00009893518,0.000124169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977856,0.00009233828,0.00008335318,0.001171931,0.0001352435,0.0003223809,0.0001359261,0.00001813956,0.0002551196],"genre_scores_gemma":[0.9989839,0.00006199245,0.0003647196,0.00009127904,0.0001559437,0.000009023187,0.00004679079,0.00001197134,0.000274404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1579857,"threshold_uncertainty_score":0.9991267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217011392961487,"score_gpt":0.3327685105565782,"score_spread":0.2905983966269634,"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."}}