{"id":"W4238024999","doi":"10.1197/aemj.10.8.897","title":"Factors Affecting the Risk of Blood Bank Specimen Hemolysis","year":2003,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Medicine; Hemolysis; Venipuncture; Blood bank; Emergency medicine; Relative risk; Prospective cohort study; Multivariate analysis; Catheter; Surgery; Internal medicine; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005535107,0.0002750577,0.0002375417,0.0004546642,0.0002118771,0.0003952678,0.0001795942,0.0003403659,0.0026027],"category_scores_gemma":[0.004454212,0.0001528988,0.000322446,0.0004074694,0.0001864932,0.000261219,0.0001962053,0.0005166653,0.0001862668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169494,"about_ca_system_score_gemma":0.0003503309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009923035,"about_ca_topic_score_gemma":0.0006862895,"domain_scores_codex":[0.9994829,0.0002044944,0.00004339326,0.0000727919,0.0001118375,0.00008459475],"domain_scores_gemma":[0.9972439,0.0009608227,0.001220019,0.0001173974,0.0001753856,0.0002825444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001263118,0.00003039975,0.9985613,0.000003932514,0.00002881759,0.00006387403,0.00001454722,0.00003083272,0.0001214407,0.000009684936,0.0000373019,0.0009716799],"study_design_scores_gemma":[0.00000922148,0.0002274849,0.998087,0.000007033191,0.00004243961,0.0008814363,0.00006629715,0.0003503823,0.0001915043,0.00003231284,0.0001012371,0.000003573485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993506,0.0001618996,0.0001398173,0.0000387189,0.000003035853,0.000004344695,0.00008725347,0.000002561198,0.0002117958],"genre_scores_gemma":[0.9996566,0.00005264856,0.0001098521,0.00001011696,0.00001006119,0.00000302025,0.00007455017,0.000001248272,0.00008202429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0026027,"threshold_uncertainty_score":0.008706868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08167706675546602,"score_gpt":0.3913549124108593,"score_spread":0.3096778456553934,"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."}}