{"id":"W4307187438","doi":"10.1097/tp.0000000000004186","title":"The Reality of Inadequate Patient Care and the Need for a Global Action Framework in Organ Donation and Transplantation","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"World Health Organization","keywords":"Organ donation; Action (physics); Medicine; Transplantation; Intensive care medicine; Donation; Surgery; Political science","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":[0.1198703,0.001120314,0.001430453,0.0021773,0.01420722,0.02301447,0.004635897,0.02996644,0.006737557],"category_scores_gemma":[0.06999005,0.0007938354,0.001403785,0.002190373,0.06198066,0.0201167,0.03117258,0.04151793,0.0008704562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02336765,"about_ca_system_score_gemma":0.1092942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009430239,"about_ca_topic_score_gemma":0.01123591,"domain_scores_codex":[0.8957644,0.07221368,0.005051991,0.004631203,0.01451252,0.007826135],"domain_scores_gemma":[0.8671692,0.08217733,0.008733463,0.00571,0.01238203,0.02382796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005055038,0.0001787185,0.002017855,0.00158931,0.00005592718,0.0007379955,0.02548431,0.00105716,0.00064425,0.7242687,0.180159,0.06375616],"study_design_scores_gemma":[0.00006082493,0.0001858743,0.002430424,0.005293541,0.00004360248,0.0008571402,0.039042,0.0005683049,0.0003895832,0.3964355,0.5545203,0.0001729736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001167125,0.004863754,0.002930799,0.9825308,0.00199033,0.00003930495,0.00001767109,0.00002740983,0.006432906],"genre_scores_gemma":[0.2081282,0.01994078,0.02976413,0.7290915,0.006627566,0.0006822142,0.00017161,0.0001350118,0.005459036],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1198703,"threshold_uncertainty_score":0.6339425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664193774990385,"score_gpt":0.2904625483201181,"score_spread":0.2738206105702142,"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."}}