{"id":"W4396514205","doi":"10.1097/tp.0000000000005043","title":"Organ Donation and Transplantation Registries Across the Globe: A Review of the Current State","year":2024,"lang":"en","type":"review","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Globe; Organ donation; Transplantation; Medicine; Current (fluid); Donation; Intensive care medicine; State (computer science); Surgery; Political science; Ophthalmology; Computer science; Law; Engineering","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":[0.02957735,0.000781725,0.002246395,0.02312024,0.0009274385,0.004864676,0.002424848,0.00190139,0.0034947],"category_scores_gemma":[0.07662535,0.001010955,0.002120262,0.03714834,0.001775038,0.008104789,0.003344876,0.001739308,0.000574061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003698162,"about_ca_system_score_gemma":0.01953815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009152556,"about_ca_topic_score_gemma":0.01736731,"domain_scores_codex":[0.9807522,0.006235761,0.00839213,0.001360751,0.002778738,0.0004804728],"domain_scores_gemma":[0.8415195,0.1180868,0.02242448,0.002423321,0.01382522,0.001720724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001204505,0.00004275974,0.00969303,0.2675147,0.0007771784,0.0003073798,0.003719473,0.0004459884,0.0002352205,0.006747632,0.03929076,0.6711053],"study_design_scores_gemma":[0.00003557341,0.000150947,0.01922046,0.5623685,0.002533975,0.001646449,0.004393283,0.0002424967,0.0001954991,0.001829354,0.4073144,0.00006913701],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001348981,0.9924163,0.0003485006,0.003742722,0.0002871114,0.00005181837,0.0006171235,0.00002996092,0.001157592],"genre_scores_gemma":[0.006605316,0.9902304,0.001123945,0.001272008,0.0001557516,0.00007367115,0.0004717187,0.00001120615,0.00005591499],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02957735,"threshold_uncertainty_score":0.1564219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611654092132281,"score_gpt":0.3745045769741129,"score_spread":0.3383880360527901,"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."}}