{"id":"W4230849415","doi":"10.1177/088506660001500204","title":"Donor Action: A Quality Assurance Program for Intensive Care Units That Increases Organ Donation","year":2000,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Novartis Pharma; Novartis","keywords":"Organ donation; Medicine; Donation; Quality assurance; Intensive care; Family medicine; Intensive care medicine; Transplantation; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002561461,0.000235133,0.00066963,0.0003103253,0.0001133087,0.00002297722,0.00010624,0.0001360925,0.000468764],"category_scores_gemma":[0.005678714,0.0001685568,0.000159668,0.0004431355,0.0001733862,0.000285068,0.000006256953,0.000370653,0.000008690035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902905,"about_ca_system_score_gemma":0.0003566105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206477,"about_ca_topic_score_gemma":0.000175086,"domain_scores_codex":[0.9980893,0.0001052999,0.0007274074,0.0002177316,0.0006481567,0.0002121689],"domain_scores_gemma":[0.9451634,0.0003738282,0.0004998607,0.0001680815,0.05356895,0.0002258701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01910882,0.0002702495,0.08636963,0.004780793,0.00157516,0.0008615732,0.1354279,0.0000495145,0.01932538,0.0002588626,0.06697342,0.6649987],"study_design_scores_gemma":[0.01865247,0.006801507,0.2543353,0.004354724,0.001547717,0.00273773,0.6279661,0.00003756851,0.02894343,0.00006517595,0.05415273,0.0004055906],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711503,0.003800936,0.001044294,0.02103465,0.0009737143,0.001150021,0.00006422868,0.0000776792,0.0007042164],"genre_scores_gemma":[0.9851342,0.0009806391,0.0006095878,0.01152304,0.001083979,0.00002264982,0.0003947282,0.00003367545,0.0002175191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6645931,"threshold_uncertainty_score":0.6873547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06105294042192025,"score_gpt":0.3721310302844125,"score_spread":0.3110780898624923,"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."}}