{"id":"W3106019866","doi":"10.1111/tme.12738","title":"Transfusion in critical care: Past, present and future","year":2020,"lang":"en","type":"review","venue":"Transfusion Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"National Institute for Health and Care Research","keywords":"Medicine; Coagulopathy; Intensive care medicine; Guideline; Transfusion medicine; Critically ill; Intensive care; Psychological intervention; Myocardial infarction; Blood transfusion; Medical emergency; Surgery; Nursing","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":[0.001959872,0.0007779811,0.001296146,0.002249138,0.0004615528,0.002086339,0.0008925118,0.001893982,0.0023536],"category_scores_gemma":[0.003563237,0.0003383884,0.0006538261,0.00371169,0.001016483,0.002850773,0.0008658337,0.002740297,0.0007589155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567076,"about_ca_system_score_gemma":0.00363199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003763554,"about_ca_topic_score_gemma":0.006914894,"domain_scores_codex":[0.9992249,0.0002759687,0.0001590929,0.00008237415,0.00020269,0.00005488442],"domain_scores_gemma":[0.9972646,0.001663344,0.0003528504,0.00005322422,0.0005390698,0.0001268961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006664938,0.00004106941,0.000289056,0.04197101,0.0001148828,0.0001117507,0.0002420027,0.0002605438,0.0003062797,0.006575054,0.04622695,0.9037948],"study_design_scores_gemma":[0.00002353338,0.00009601805,0.001506566,0.05331,0.000255367,0.00105295,0.0003893416,0.000163169,0.0001023298,0.006198354,0.9368689,0.00003353263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003275735,0.9987072,0.00002805984,0.0007638443,0.0002217487,0.000001422031,0.000003361109,0.000001961454,0.0002396729],"genre_scores_gemma":[0.0004164487,0.9985638,0.0001277689,0.0005183094,0.0002615023,0.000003250788,0.00000613003,7.938718e-7,0.0001019999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003763554,"threshold_uncertainty_score":0.01137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0506601421741536,"score_gpt":0.3726749193645969,"score_spread":0.3220147771904433,"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."}}