{"id":"W2980964534","doi":"10.2450/2019.0126-19","title":"Patient Blood Management is not about blood transfusion: it is about patients' outcomes.","year":2019,"lang":"en","type":"letter","venue":"PubMed","topic":"Blood transfusion and management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hospital for Sick Children","funders":"","keywords":"Blood management; Blood transfusion; Medicine; Intensive care medicine; Transfusion reaction; Emergency medicine; Surgery","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":[0.002805113,0.0005248472,0.0009982901,0.0006220497,0.004321306,0.003609379,0.001251456,0.0341478,0.009845965],"category_scores_gemma":[0.03454868,0.0004477019,0.0007124551,0.0007242665,0.003191794,0.00470383,0.001210862,0.03426141,0.006733958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004443341,"about_ca_system_score_gemma":0.004317776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004859003,"about_ca_topic_score_gemma":0.007070745,"domain_scores_codex":[0.9964078,0.001400512,0.0005199092,0.0002927114,0.000973726,0.0004052248],"domain_scores_gemma":[0.9858015,0.008074729,0.0009785614,0.0003698474,0.002956318,0.001818931],"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":[0.00004969244,0.00005145044,0.0009408135,0.0001030977,0.0000126499,0.003338018,0.0002465427,0.00004039091,0.0001429957,0.005066645,0.9765851,0.01342256],"study_design_scores_gemma":[0.0001980235,0.0001354269,0.002539564,0.001471464,0.00005107634,0.01615913,0.001566787,0.0005752981,0.0003279836,0.03107659,0.9457916,0.0001072284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003022949,0.00117169,0.00003707379,0.9865946,0.007959386,0.000003162004,0.00001573355,0.000008741912,0.003907465],"genre_scores_gemma":[0.009400616,0.00361141,0.000193891,0.9053074,0.07594621,0.0000186326,0.00002788919,0.00001780618,0.005476226],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0341478,"threshold_uncertainty_score":0.03293806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146420990525161,"score_gpt":0.2135705223217448,"score_spread":0.1989284232692287,"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."}}