{"id":"W2027798390","doi":"10.1097/01.ccm.0000185645.84802.73","title":"Determinants of red blood cell transfusions in a pediatric critical care unit: A prospective, descriptive epidemiological study*","year":2005,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Jewish General Hospital","keywords":"Medicine; Pediatric intensive care unit; Prospective cohort study; Odds ratio; Incidence (geometry); Blood transfusion; Intensive care unit; Pediatrics; Epidemiology; Confidence interval; Anemia; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005657022,0.0004018614,0.001312246,0.0004519809,0.0001224559,0.000006635011,0.0002171706,0.000246239,0.0005429231],"category_scores_gemma":[0.003237102,0.0002935623,0.0001911761,0.0007763137,0.0006650817,0.0000880341,0.00008821085,0.000769052,0.00001225128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047354,"about_ca_system_score_gemma":0.000128765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691805,"about_ca_topic_score_gemma":0.0006650779,"domain_scores_codex":[0.9963779,0.0003862598,0.001079769,0.0007877275,0.0006904468,0.0006778995],"domain_scores_gemma":[0.9972411,0.000940526,0.00004572943,0.0004944903,0.0007226041,0.0005555746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006530166,0.004385429,0.9669682,0.00269738,0.00002464892,0.001386095,0.01758862,0.000002617326,0.0008351261,0.001470514,0.0001411603,0.003847137],"study_design_scores_gemma":[0.01562879,0.01114403,0.8490825,0.0005357575,0.003276823,0.00008975032,0.1178608,0.00008111323,0.001314761,0.0002182883,0.0003553883,0.0004119121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763337,0.005007375,0.0003148024,0.005699981,0.0002744441,0.00212909,0.00002638252,0.0001047229,0.01010954],"genre_scores_gemma":[0.9966594,0.0002749812,0.001535216,0.0007787252,0.0004473988,0.0001937128,0.00001252463,0.00003873539,0.00005928777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1178857,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913237107853316,"score_gpt":0.3566864794259455,"score_spread":0.3075541083474124,"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."}}