{"id":"W1853652458","doi":"10.1186/cc1512","title":"ICU Cornerstone: changing our view of blood transfusions.","year":2002,"lang":"en","type":"article","venue":"Critical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Muscular Dystrophy Canada; University of Toronto","funders":"Canadian Institutes of Health Research; University Health Network","keywords":"Medicine; Intensive care medicine; Critically ill; Critical illness; Blood transfusion; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01357546,0.0008365841,0.0009853053,0.002005431,0.006035321,0.01007726,0.00363799,0.03035296,0.01097986],"category_scores_gemma":[0.05747862,0.0006932961,0.00106742,0.001901893,0.01026787,0.01234232,0.004350081,0.03579969,0.003172087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008649078,"about_ca_system_score_gemma":0.01209581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619548,"about_ca_topic_score_gemma":0.03265535,"domain_scores_codex":[0.9850438,0.005638632,0.00134804,0.0008873233,0.00613429,0.000948027],"domain_scores_gemma":[0.9499293,0.01686047,0.003450404,0.0008674919,0.01495817,0.01393413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003719247,0.00002916243,0.0006197055,0.0003785035,0.00001862002,0.0005962836,0.001020458,0.00009727403,0.0001927542,0.009491618,0.9394476,0.04807072],"study_design_scores_gemma":[0.00003782533,0.00007405741,0.002109682,0.001742124,0.00002702218,0.001294699,0.002710448,0.0001681643,0.0001280184,0.01214999,0.9794841,0.0000737874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002738211,0.02173929,0.0002537876,0.9492101,0.02581048,0.000004266647,0.00001290965,0.000024285,0.002671015],"genre_scores_gemma":[0.008420472,0.03309543,0.001033702,0.8851273,0.06890891,0.00002634488,0.00003011473,0.00007287136,0.003284833],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03035296,"threshold_uncertainty_score":0.07179475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734976059455757,"score_gpt":0.3034171804063985,"score_spread":0.266067419811841,"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."}}