{"id":"W2100076127","doi":"10.1186/cc5054","title":"Anemia, transfusion, and phlebotomy practices in critically ill patients with prolonged ICU length of stay: a cohort study","year":2006,"lang":"en","type":"article","venue":"Critical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Phlebotomy; Interquartile range; Intensive care unit; Anemia; Hematocrit; Emergency medicine; Retrospective cohort study; Logistic regression; Hemoglobin; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105758,0.0003785168,0.0005245769,0.001081169,0.0006578925,0.001045781,0.000463215,0.0005134485,0.001075665],"category_scores_gemma":[0.002622128,0.0003714238,0.0006101078,0.001440119,0.0003351673,0.0009232518,0.0006177012,0.0007037544,0.0001828606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004536309,"about_ca_system_score_gemma":0.0005423664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004962294,"about_ca_topic_score_gemma":0.005085819,"domain_scores_codex":[0.9992664,0.0002097317,0.0001033613,0.0001663197,0.000125443,0.0001286698],"domain_scores_gemma":[0.997752,0.0003499051,0.001041431,0.000158967,0.0001981262,0.0004995358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006957228,0.00003221233,0.9994391,0.000003066519,0.00002783113,0.00004601943,0.00009080159,0.00000677085,0.00004904993,0.000003831851,0.00002093348,0.0002107853],"study_design_scores_gemma":[0.00001391716,0.0003251011,0.9985806,0.000009993105,0.00003367736,0.0003524186,0.0004334819,0.0001200167,0.00002837433,0.000009806019,0.00008695199,0.000005767543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997277,0.00007059296,0.00002604634,0.00001263055,0.000001877414,0.000007829141,0.00008472771,8.606829e-7,0.00006781676],"genre_scores_gemma":[0.9996266,0.00006139203,0.00005953885,0.00001915145,0.000008434843,0.00001293555,0.0001771303,0.000001069555,0.00003372866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004962294,"threshold_uncertainty_score":0.009866834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077192737428296,"score_gpt":0.2877254354924306,"score_spread":0.2769535081181476,"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."}}