{"id":"W4411099710","doi":"10.5489/cuaj.9263","title":"Poster Session 6: Transplant, Training/Education","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Temerty Faculty of Medicine, University of Toronto; Houston Methodist Research Institute; University of Toronto; Houston Methodist Hospital; Brigham and Women's Hospital","keywords":"Session (web analytics); Training (meteorology); Medical education; Computer science; Psychology; Medicine; World Wide Web; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004883099,0.001002957,0.001274488,0.002047305,0.0008749035,0.002421692,0.001304994,0.003443185,0.3975748],"category_scores_gemma":[0.008495873,0.0003498091,0.002570034,0.001050025,0.0005466716,0.002176223,0.003784884,0.002537623,0.0902582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008914708,"about_ca_system_score_gemma":0.001943372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005420276,"about_ca_topic_score_gemma":0.0009443109,"domain_scores_codex":[0.9979164,0.0009794994,0.0002790056,0.000228662,0.000396012,0.0002004805],"domain_scores_gemma":[0.9951559,0.00172546,0.0005231323,0.0001743105,0.001007482,0.001413627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009310978,0.0002177224,0.000649113,0.0198944,0.0001241456,0.0002071637,0.0002423581,0.0001353476,0.0005175951,0.001665464,0.6428514,0.3325642],"study_design_scores_gemma":[0.0003297161,0.0006101721,0.003092034,0.01559257,0.0001880515,0.0006928257,0.0002614546,0.00007311848,0.0003142288,0.001795914,0.977022,0.00002796759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008144716,0.2828682,0.007140642,0.07157877,0.1432433,0.005721992,0.009258893,0.001700885,0.4703427],"genre_scores_gemma":[0.06711756,0.3651082,0.01351796,0.05362119,0.119053,0.005823293,0.008100819,0.0007594557,0.3668986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6024252,"threshold_uncertainty_score":0.8592865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327116077946669,"score_gpt":0.2578599957670488,"score_spread":0.2445888349875821,"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."}}