{"id":"W4387610548","doi":"10.1097/01.tp.0000993488.04403.ba","title":"P3.1: Quality improvement tools to manage organ donation processes: an instrumental case study","year":2023,"lang":"en","type":"article","venue":"Transplantation","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Queen's University","funders":"","keywords":"Organ donation; Donation; Quality (philosophy); Quality management; Medicine; Operations management; Surgery; Engineering; Political science; Transplantation; Philosophy; Management system; Epistemology; Law","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":[0.02918195,0.0007374735,0.0003787312,0.00270539,0.004374242,0.003951811,0.003178609,0.0037876,0.007773688],"category_scores_gemma":[0.06043645,0.0004442472,0.001121372,0.00167204,0.003855574,0.00433367,0.004774071,0.00298817,0.0009883755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005906537,"about_ca_system_score_gemma":0.0107013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003306565,"about_ca_topic_score_gemma":0.003702566,"domain_scores_codex":[0.9723092,0.02042431,0.001442075,0.0007052397,0.003916156,0.001202979],"domain_scores_gemma":[0.9503251,0.03416887,0.003768728,0.002030832,0.007298975,0.002407452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006189595,0.006891333,0.06641462,0.008680015,0.00009273071,0.04995246,0.4645457,0.004387924,0.00470584,0.06110302,0.04299826,0.289609],"study_design_scores_gemma":[0.0004705926,0.003701004,0.02867514,0.01353986,0.0002593177,0.06156986,0.5038802,0.01476787,0.0165075,0.02135837,0.3349252,0.000345006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6468839,0.002964071,0.202283,0.03831848,0.0008900936,0.02693528,0.0008701744,0.0004517377,0.08040329],"genre_scores_gemma":[0.8903882,0.001544008,0.08833828,0.003349843,0.0001737067,0.008176097,0.0002768243,0.00009537832,0.007657646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02918195,"threshold_uncertainty_score":0.1543307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05876218498957033,"score_gpt":0.3250322792806012,"score_spread":0.2662700942910309,"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."}}