{"id":"W4367838071","doi":"10.1016/j.clinbiochem.2023.04.009","title":"Ex vivo hemolysis: Three cases demonstrating mechanically-induced hemolysis from the extracorporeal circuit during hemodialysis","year":2023,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Hemolysis; Ex vivo; Medicine; In vivo; Hemodialysis; Extracorporeal; Intensive care medicine; Surgery; Internal medicine; Biology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003242643,0.0004784747,0.001326132,0.00005154147,0.000412742,0.0001607912,0.0006130093,0.0008054523,0.0008242835],"category_scores_gemma":[0.02016251,0.0003591898,0.001259306,0.001109759,0.0003008245,0.0001383002,0.0003256456,0.001535276,0.0003453558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008382491,"about_ca_system_score_gemma":0.000437878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002260046,"about_ca_topic_score_gemma":0.0001245847,"domain_scores_codex":[0.9942394,0.0003804649,0.00242299,0.001399533,0.00084592,0.0007116264],"domain_scores_gemma":[0.9837301,0.01233242,0.0009035074,0.001982222,0.0003282063,0.0007234764],"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":[0.00129051,0.001184339,0.1344402,0.000199616,0.002311206,0.001889614,0.00008650553,0.00000476284,0.8216577,0.000112822,0.002324688,0.03449811],"study_design_scores_gemma":[0.02435612,0.001155189,0.2763956,0.001556199,0.01371159,0.0005158719,0.004542104,0.007207896,0.6585289,0.005398808,0.003148042,0.003483617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900323,0.0002873448,0.0001212591,0.007401712,0.0003485249,0.0004037744,0.0002030839,0.0004181924,0.0007838049],"genre_scores_gemma":[0.9935705,0.0001866163,0.0003824333,0.002380953,0.002719263,0.00005462685,0.0002083912,0.00006586916,0.0004313655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1631287,"threshold_uncertainty_score":0.999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326834826875858,"score_gpt":0.384116072488112,"score_spread":0.2514325898005262,"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."}}