{"id":"W4378214421","doi":"10.3389/ti.2023.11006","title":"A Conceptual Framework for Evaluating National Organ Donation and Transplantation Programs","year":2023,"lang":"en","type":"article","venue":"Transplant International","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Universidad de Cantabria; Universidade de Lisboa; Alexander S. Onassis Public Benefit Foundation; National and Kapodistrian University of Athens","keywords":"Conceptual framework; Medicine; Process (computing); Organ donation; Process management; Health care; Management science; Equity (law); Transplantation; Plan (archaeology); Knowledge management; Computer science; Business; Political science; Sociology; Surgery; 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":[0.1567869,0.002847275,0.002136652,0.02621468,0.008472407,0.02160811,0.008037574,0.006462087,0.005898924],"category_scores_gemma":[0.1013161,0.001109171,0.003912543,0.01581883,0.02192328,0.01923133,0.01108802,0.005195775,0.0006722314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05062798,"about_ca_system_score_gemma":0.07755827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03324231,"about_ca_topic_score_gemma":0.03155631,"domain_scores_codex":[0.8413612,0.1280385,0.009832291,0.003740192,0.01309949,0.00392828],"domain_scores_gemma":[0.9017782,0.06297953,0.007240358,0.003423557,0.01925197,0.005326301],"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":[0.00001986987,0.0001417249,0.001620675,0.000694783,0.00006164125,0.00009571323,0.00601811,0.005365456,0.00009733646,0.9634304,0.004315063,0.01813926],"study_design_scores_gemma":[0.0002267469,0.0003795535,0.00343759,0.008490969,0.0002360773,0.0002348915,0.04031541,0.02501864,0.0004481588,0.8151351,0.1058532,0.0002237189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0370013,0.009087625,0.5929644,0.0777105,0.0009274354,0.01849827,0.002217416,0.0004906364,0.2611024],"genre_scores_gemma":[0.2169301,0.002419822,0.7622354,0.002497311,0.0001274369,0.0128289,0.001256075,0.00006044746,0.001644582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1567869,"threshold_uncertainty_score":0.8291786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08374709420599576,"score_gpt":0.38034460730631,"score_spread":0.2965975131003143,"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."}}