{"id":"W2954348593","doi":"10.1136/bmjopen-2018-028570","title":"DONORS (Donation Network to Optimise Organ Recovery Study): Study protocol to evaluate the implementation of an evidence-based checklist for brain-dead potential organ donor management in intensive care units, a cluster randomised trial","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Ministério da Saúde","keywords":"Medicine; Organ donation; Checklist; United Network for Organ Sharing; Intensive care; Waiver; Protocol (science); Intensive care medicine; Informed consent; Emergency medicine; Transplantation; Medical emergency; Surgery; Alternative medicine; Pathology","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":[0.05331739,0.006269005,0.01022644,0.002441913,0.002561903,0.005128352,0.003333853,0.006620694,0.08229352],"category_scores_gemma":[0.04986403,0.003512844,0.004962586,0.002957688,0.003794865,0.003972387,0.002384831,0.005897596,0.01395796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006966454,"about_ca_system_score_gemma":0.0193211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002350827,"about_ca_topic_score_gemma":0.004439428,"domain_scores_codex":[0.9657406,0.0224051,0.004020096,0.002716072,0.002952305,0.002165891],"domain_scores_gemma":[0.9778017,0.007063524,0.005356574,0.002943419,0.004579104,0.002255744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8221629,0.01517472,0.001444445,0.05856891,0.003990253,0.0002581136,0.001174025,0.002877808,0.001705922,0.007143673,0.04069721,0.0448021],"study_design_scores_gemma":[0.9145629,0.02067432,0.003468157,0.008613493,0.001080495,0.00006863922,0.0002727918,0.002227731,0.0007802579,0.003050525,0.04506221,0.0001384083],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001171991,0.0001438586,0.0008731782,0.0001267837,0.0001886125,0.9956781,0.001274584,0.00006026819,0.000482572],"genre_scores_gemma":[0.000780826,0.00005126682,0.001030029,0.00005766173,0.00001760055,0.9977632,0.000117658,0.00000384632,0.0001779411],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08229352,"threshold_uncertainty_score":0.2819727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08253467452229343,"score_gpt":0.4535308354477131,"score_spread":0.3709961609254196,"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."}}