{"id":"W4414129297","doi":"10.21203/rs.3.rs-7200195/v1","title":"A Pathway of Excellence in Organ Donation and Transplantation: A novel curricular design","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Organ donation; Excellence; Curriculum; Transplantation; Organ transplantation; Donation; Health care","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":[0.01544782,0.0005284262,0.0004981096,0.001009673,0.003823187,0.006961805,0.001933508,0.002069888,0.02281067],"category_scores_gemma":[0.02435588,0.0005098687,0.0005755954,0.001030681,0.00332983,0.004354875,0.008699263,0.002440394,0.00257302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005535637,"about_ca_system_score_gemma":0.01921137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158922,"about_ca_topic_score_gemma":0.003338963,"domain_scores_codex":[0.9845102,0.0112297,0.0005342354,0.001382942,0.001432056,0.0009108934],"domain_scores_gemma":[0.981705,0.00762254,0.001050707,0.001934788,0.002946903,0.004740089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008769163,0.004947742,0.01260211,0.0009934456,0.00009015145,0.0001549604,0.01916169,0.004767905,0.002635661,0.6804341,0.01677798,0.2565574],"study_design_scores_gemma":[0.003497303,0.00671267,0.02480122,0.001241326,0.0004111126,0.0003458665,0.05426408,0.04624598,0.012109,0.5667166,0.2833701,0.000284708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3283391,0.0003493925,0.3838516,0.03744384,0.001131973,0.008767829,0.0005221115,0.001651837,0.2379424],"genre_scores_gemma":[0.6520528,0.0001464289,0.3213388,0.002120783,0.00007133838,0.005187726,0.0001576887,0.0001569291,0.01876752],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02281067,"threshold_uncertainty_score":0.08169687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0783461165739719,"score_gpt":0.3881890910189353,"score_spread":0.3098429744449634,"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."}}