{"id":"W2319218755","doi":"10.1097/pcc.0000000000000121","title":"Survey on Stated Transfusion Practices in PICUs*","year":2014,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Blood transfusion; Intensive care medicine; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001634704,0.0001823803,0.000201753,0.001011007,0.0002341014,0.0004306911,0.0002974266,0.0004666752,0.001376269],"category_scores_gemma":[0.007051602,0.0001909553,0.000212132,0.001133297,0.0002571366,0.0003856178,0.0004856956,0.0003780767,0.0003340874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004469514,"about_ca_system_score_gemma":0.0004616408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003496525,"about_ca_topic_score_gemma":0.003404023,"domain_scores_codex":[0.9987025,0.0004505206,0.0002728909,0.0001173545,0.0002920174,0.0001646932],"domain_scores_gemma":[0.9933619,0.00150019,0.003282098,0.0001437362,0.0009248634,0.0007872048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002622813,0.0000346511,0.9968697,0.00003060425,0.00001066856,0.00005608039,0.000622182,0.00005537705,0.000123927,0.00001326224,0.0002769436,0.001880384],"study_design_scores_gemma":[0.000002784001,0.0001380691,0.9970983,0.00002228181,0.000003724802,0.0001754203,0.001794481,0.000185403,0.00007430134,0.00000559456,0.0004953451,0.000004268511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979808,0.00008978361,0.00009675084,0.0001330643,0.000005133302,0.00004158782,0.0007697336,0.000006527272,0.000876628],"genre_scores_gemma":[0.9984742,0.0001864908,0.0002555484,0.0001144265,0.000008495605,0.00007424488,0.00072196,0.000002121296,0.0001625432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003496525,"threshold_uncertainty_score":0.008645236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06087079113416168,"score_gpt":0.3846861755481143,"score_spread":0.3238153844139526,"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."}}