{"id":"W2980976705","doi":"10.1182/blood-2018-99-114289","title":"Blood Loss Due to Laboratory Testing in Critical Care Patients: A Retrospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Phlebotomy; Anemia; Intensive care unit; Retrospective cohort study; Blood transfusion; Population; Cohort study; Cohort; Hemoglobin; Odds ratio; Confidence interval; Hematocrit; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001311935,0.0003766314,0.000558182,0.001322838,0.0008608958,0.001005365,0.00094166,0.0004337722,0.001089121],"category_scores_gemma":[0.004037631,0.0005222042,0.0005839613,0.003129666,0.0005256397,0.0006534212,0.0007976232,0.0006492219,0.000153219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190266,"about_ca_system_score_gemma":0.001956927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07385395,"about_ca_topic_score_gemma":0.08015624,"domain_scores_codex":[0.9981376,0.0003063515,0.0003290979,0.0005144613,0.000448104,0.0002643022],"domain_scores_gemma":[0.9942655,0.0005411708,0.003487326,0.0004441539,0.0006851643,0.0005766578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003978946,0.00001444393,0.9994947,0.00001021611,0.0000352265,0.00004819031,0.00005075549,0.000008162053,0.00004125157,0.000007073887,0.00007821777,0.000171963],"study_design_scores_gemma":[0.00001001671,0.00005833658,0.9993011,0.00001106564,0.00003032555,0.0001507806,0.0001805666,0.00009340535,0.00002132109,0.0000072409,0.0001318494,0.000003900637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978085,0.0002506608,0.0001047153,0.00004316102,0.000007042342,0.00006649651,0.001452019,0.00000346163,0.0002639703],"genre_scores_gemma":[0.9987079,0.0001129043,0.0001023072,0.00006172236,0.0000101692,0.00004544161,0.0009071323,0.000001879571,0.00005060997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07385395,"threshold_uncertainty_score":0.1468482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415234147531434,"score_gpt":0.2929836944441923,"score_spread":0.2788313529688779,"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."}}