{"id":"W4386284341","doi":"10.3389/ti.2023.11233","title":"Healthcare System Impact on Deceased Organ Donation and Transplantation: A Comparison Between the Top 10 Organ Donor Countries With 4 Countries in Southeast Asia","year":2023,"lang":"en","type":"review","venue":"Transplant International","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Thammasat University","keywords":"Organ donation; Medicine; Donation; Health care; Legislation; Psychological intervention; Government (linguistics); Developed country; Family medicine; Economic growth; Transplantation; Environmental health; Nursing; Law; 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":[0.002147585,0.0006980424,0.00212062,0.003835483,0.0003535279,0.001484897,0.0006551872,0.0007662461,0.003346367],"category_scores_gemma":[0.005738293,0.0002660572,0.003911298,0.005979007,0.0002785627,0.00105259,0.001005314,0.0006606927,0.0002322632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155327,"about_ca_system_score_gemma":0.004268522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008473641,"about_ca_topic_score_gemma":0.01659528,"domain_scores_codex":[0.9985405,0.000473775,0.0003986181,0.0001269933,0.0003309394,0.0001291073],"domain_scores_gemma":[0.9964722,0.002331595,0.0006024765,0.00002961237,0.0004722412,0.00009192897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005634556,0.00006435528,0.007914419,0.4761824,0.007852488,0.0002345808,0.0004670855,0.0007425329,0.0002771091,0.001512701,0.008494436,0.4956945],"study_design_scores_gemma":[0.0003345026,0.001063752,0.07991369,0.5881568,0.05142269,0.002508096,0.002651243,0.0004766789,0.000760177,0.001468095,0.2711306,0.0001136457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009994333,0.998337,0.00002331518,0.000150307,0.00005185996,0.00001084956,0.0001104997,0.000001386761,0.0003152458],"genre_scores_gemma":[0.01087273,0.98869,0.0000806855,0.0001445626,0.00003727906,0.00001713768,0.0001081351,0.000001284569,0.00004836407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008473641,"threshold_uncertainty_score":0.01684862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194209549205836,"score_gpt":0.3526909344012807,"score_spread":0.3107488389092223,"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."}}