{"id":"W2951606346","doi":"","title":"Nurses Apply Translational Research Skills to Implement EBP Solutions for Detection of Blood Transfusion Reactions","year":2019,"lang":"en","type":"article","venue":"Sigma's 30th International Nursing Research Congress","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Covenant Health","funders":"","keywords":"Blood transfusion; Computer science; Medicine; Medical education; Immunology","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":[0.104794,0.001120228,0.0008782357,0.002723199,0.002150023,0.006883654,0.00268846,0.004017003,0.01147746],"category_scores_gemma":[0.2409005,0.0008259345,0.001079243,0.001031102,0.001627157,0.004294067,0.006467263,0.006142547,0.007286804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852717,"about_ca_system_score_gemma":0.02711828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432369,"about_ca_topic_score_gemma":0.003312028,"domain_scores_codex":[0.9473533,0.03147101,0.004454469,0.001339618,0.01391108,0.001470543],"domain_scores_gemma":[0.7227946,0.1718479,0.02275029,0.01523293,0.05566122,0.01171315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002374451,0.004299157,0.03010038,0.002256003,0.0001622428,0.0007876013,0.007839534,0.0008512514,0.005446313,0.002612711,0.06606806,0.8793392],"study_design_scores_gemma":[0.001774991,0.01512252,0.1361437,0.03135637,0.0009095268,0.00761548,0.04529592,0.0132215,0.03460594,0.06384182,0.6495436,0.0005687005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1318271,0.0203294,0.213644,0.4170709,0.01641821,0.0161831,0.0006580925,0.004316854,0.1795523],"genre_scores_gemma":[0.2704639,0.02423595,0.5662529,0.1046262,0.006300988,0.007375374,0.0007635328,0.0005795493,0.01940151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.104794,"threshold_uncertainty_score":0.5542102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1964042390821754,"score_gpt":0.5796227615889875,"score_spread":0.3832185225068121,"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."}}