{"id":"W4385510973","doi":"10.1051/ject/202153097","title":"STS/SCA/AmSECT/SABM Update to the Clinical Practice Guidelines on Patient Blood Management","year":2021,"lang":"en","type":"article","venue":"Journal of ExtraCorporeal Technology","topic":"Blood transfusion and management","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; University of Toronto; University of Ottawa; Libin Cardiovascular Institute of Alberta; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Blood management; Medicine; Clinical Practice; Intensive care medicine; Internal medicine; Family medicine; Blood transfusion","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":[0.008237371,0.0009714956,0.001456439,0.003632433,0.001035847,0.002994192,0.001977884,0.004395826,0.01563919],"category_scores_gemma":[0.02700557,0.0005050655,0.001721942,0.003839933,0.000793026,0.002003152,0.002287557,0.006658733,0.0127468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470036,"about_ca_system_score_gemma":0.01126209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231251,"about_ca_topic_score_gemma":0.01633169,"domain_scores_codex":[0.9939935,0.001979944,0.001745207,0.0002895416,0.001674088,0.0003178728],"domain_scores_gemma":[0.9761623,0.004558999,0.003347254,0.0005473056,0.01288338,0.00250078],"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":[0.00003268615,0.0001043779,0.001430596,0.0005865915,0.00002833637,0.0001511728,0.0001106807,0.0002031226,0.00009300997,0.001574269,0.8409936,0.1546917],"study_design_scores_gemma":[0.0001482467,0.0000922833,0.007618025,0.008885427,0.00009379897,0.00124182,0.000294109,0.0006797501,0.0001674092,0.003845275,0.9768753,0.00005858342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005857836,0.1618897,0.02666204,0.5677066,0.02678294,0.001985753,0.01282747,0.003983727,0.1923039],"genre_scores_gemma":[0.05523979,0.372674,0.1640668,0.2459404,0.03618082,0.007839452,0.05168686,0.001781841,0.06459012],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01563919,"threshold_uncertainty_score":0.05231827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04759434556751232,"score_gpt":0.3898516936406689,"score_spread":0.3422573480731566,"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."}}