{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004979711,0.0006382846,0.001391195,0.0007611457,0.0002050909,0.0001668236,0.0002911379,0.0003536655,0.0002466897],"category_scores_gemma":[0.00001156007,0.0003945694,0.0002048929,0.0005490528,0.0001476039,0.0001697217,0.000007586663,0.0006522536,0.0001917865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005103741,"about_ca_system_score_gemma":0.0006766258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002463387,"about_ca_topic_score_gemma":0.0006347921,"domain_scores_codex":[0.9966067,0.0002314741,0.001098925,0.0005993462,0.001096036,0.000367515],"domain_scores_gemma":[0.9980724,0.00079206,0.000421011,0.0002688559,0.0002634494,0.0001822663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02237388,0.001161107,0.4134405,0.2957118,0.01286322,0.003015807,0.02457175,0.0002529644,0.000006636064,0.06157669,0.0009330683,0.1640926],"study_design_scores_gemma":[0.02836997,0.002994843,0.4440334,0.2460665,0.01682458,0.00480416,0.004139491,0.0008098563,0.0001988618,0.00009146884,0.2476247,0.004042092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05834525,0.8293812,0.004323689,0.0197895,0.002355745,0.01781917,0.06180587,0.002199037,0.003980579],"genre_scores_gemma":[0.3531757,0.6322916,0.00005450183,0.00007435112,0.000448597,0.0001603201,0.01350815,0.0001338553,0.0001529358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2948305,"threshold_uncertainty_score":0.9998506,"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."}}