{"id":"W4416839521","doi":"10.1097/01.tp.0001174736.35781.35","title":"107.8: Developing a coping strategies toolkit for organ and tissue donation coordinators: A quality improvement initiative.","year":2025,"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","funders":"","keywords":"Tissue Donation; Quality management; Organ donation; Coping (psychology); MEDLINE; Quality (philosophy)","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":[0.1435928,0.001751948,0.004807439,0.008554835,0.002659003,0.007968359,0.005701594,0.004952159,0.006682522],"category_scores_gemma":[0.1563546,0.002455816,0.007847457,0.008429593,0.001549724,0.007950723,0.01161137,0.005816898,0.002648069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007949594,"about_ca_system_score_gemma":0.07067194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006756484,"about_ca_topic_score_gemma":0.0147472,"domain_scores_codex":[0.930218,0.03993856,0.01566411,0.002022092,0.01060656,0.001550719],"domain_scores_gemma":[0.8701075,0.07270052,0.0194383,0.004723682,0.02377073,0.009259357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004269787,0.000902568,0.003877806,0.2250687,0.0009109435,0.0004657599,0.01495973,0.0005471168,0.001158574,0.002097204,0.05866411,0.6909205],"study_design_scores_gemma":[0.004791025,0.002832836,0.03867197,0.5993565,0.006547309,0.002457042,0.01837336,0.002180483,0.002862485,0.004763392,0.3165945,0.0005691458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05057156,0.4342096,0.0640889,0.2207734,0.009682536,0.1715417,0.00876091,0.006403416,0.03396798],"genre_scores_gemma":[0.0482321,0.1795608,0.5707839,0.02168401,0.0006573341,0.1663639,0.00584012,0.0004360575,0.006441709],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1435928,"threshold_uncertainty_score":0.7594002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403804535867653,"score_gpt":0.3168757455845642,"score_spread":0.2828377002258877,"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."}}