{"id":"W7096331937","doi":"","title":"Do Blood Tests Cause Anemia in Hospitalized Patients? The Effect of Diagnostic Phlebotomy on Hemoglobin and Hematocrit Levels","year":2015,"lang":"en","type":"article","venue":"","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phlebotomy; Hematocrit; Hemoglobin; Retrospective cohort study; Anemia; Univariate analysis; Cohort; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111823,0.0002161101,0.0002625488,0.0006402289,0.0003489487,0.0006215219,0.0003128672,0.0005091308,0.001726685],"category_scores_gemma":[0.01125349,0.0002409119,0.0004501943,0.0008335031,0.0004215868,0.0005189797,0.0003069306,0.000574052,0.0001326796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004060361,"about_ca_system_score_gemma":0.0003272649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836051,"about_ca_topic_score_gemma":0.005629299,"domain_scores_codex":[0.9987997,0.000412969,0.0001565523,0.0001550606,0.0002514401,0.000224178],"domain_scores_gemma":[0.9909574,0.003589018,0.003996388,0.0003499675,0.0004080028,0.0006991661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000985609,0.00001269977,0.9992521,0.000003060313,0.00001770988,0.00005944881,0.00001485799,0.00000650621,0.00002986772,0.000003439014,0.00002617648,0.0004754161],"study_design_scores_gemma":[0.000005117761,0.00008279087,0.9991832,0.000009173755,0.0000270397,0.0004154598,0.00009630434,0.00008786449,0.00003734404,0.00000845408,0.00004557741,0.00000159209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992213,0.0003032211,0.00002962578,0.00007234169,0.000007551423,0.000003321247,0.00007826717,0.000001324785,0.0002830385],"genre_scores_gemma":[0.9997725,0.00006601911,0.00002460544,0.00002256239,0.00001522352,0.000001443143,0.00007077098,5.513495e-7,0.00002639608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002836051,"threshold_uncertainty_score":0.005879939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338467061249638,"score_gpt":0.2758659311698134,"score_spread":0.2624812605573171,"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."}}