{"id":"W2529459343","doi":"10.1371/journal.pone.0163429","title":"Pressure Infusion Cuff and Blood Warmer during Massive Transfusion: An Experimental Study About Hemolysis and Hypothermia","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Blood transfusion and management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Héma-Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé","keywords":"Hemolysis; Blood pressure; Medicine; Hypothermia; Packed red blood cells; Anesthesia; Red blood cell; Blood transfusion; Cuff; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001203013,0.0007275299,0.0007733116,0.0004068454,0.0006003267,0.0004405006,0.0006303735,0.0005862427,0.001919609],"category_scores_gemma":[0.001159678,0.0002996663,0.0008217401,0.0002181609,0.001232597,0.0004708502,0.000384979,0.001389744,0.0001539346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005906071,"about_ca_system_score_gemma":0.0009347746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542302,"about_ca_topic_score_gemma":0.001611688,"domain_scores_codex":[0.9992954,0.0001983887,0.00004548599,0.000147494,0.0001320913,0.0001811747],"domain_scores_gemma":[0.9991986,0.0003142452,0.0001355579,0.0001070035,0.0000718029,0.0001727793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1305469,0.2490665,0.01120624,0.001232757,0.0004386935,0.001009292,0.00218558,0.001412625,0.5680732,0.0007750896,0.0006486321,0.03340457],"study_design_scores_gemma":[0.004600601,0.8288377,0.02385764,0.00008733988,0.0005239054,0.0005761195,0.0005992392,0.002849613,0.1363023,0.0002768227,0.001431344,0.00005739066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990508,0.0002161038,0.0003802735,0.00003224955,0.00003286037,0.0001357679,0.00003125701,0.000005020901,0.0001158028],"genre_scores_gemma":[0.9952095,0.000726063,0.00219389,0.00009960335,0.00008608746,0.0005059469,0.0001400537,0.000008177515,0.001030638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001919609,"threshold_uncertainty_score":0.006421685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191096610838126,"score_gpt":0.2371974856294126,"score_spread":0.2152865195210314,"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."}}