{"id":"W4380730242","doi":"10.5489/cuaj.8412","title":"Poster Session 4: Transplant, Other","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schulich School of Medicine and Dentistry","keywords":"Session (web analytics); Computer science; Psychology; Medicine; World Wide Web","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":[0.001537744,0.001133556,0.0008082869,0.00103384,0.00166084,0.003861067,0.001151853,0.003060728,0.700777],"category_scores_gemma":[0.002521238,0.0003606741,0.001222273,0.0005881517,0.0003604706,0.002127503,0.00350962,0.002990061,0.4473439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007843986,"about_ca_system_score_gemma":0.001393449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005734488,"about_ca_topic_score_gemma":0.001278872,"domain_scores_codex":[0.9992164,0.0001431525,0.00005337795,0.0001787258,0.0002416959,0.0001666712],"domain_scores_gemma":[0.9977582,0.0001697098,0.0001105769,0.0001336889,0.0004860023,0.001341771],"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":[0.0002225538,0.00009471867,0.0002412925,0.0002210912,0.000008729202,0.0001349473,0.00002627645,0.00004811934,0.000455794,0.000574118,0.9448088,0.05316367],"study_design_scores_gemma":[0.00005384843,0.00008522443,0.0007972863,0.0001800956,0.000009432553,0.0002843218,0.00004613734,0.00006595194,0.0002451209,0.000861024,0.9973606,0.00001088764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003938268,0.007871888,0.004537891,0.03294519,0.1117691,0.001402717,0.007277494,0.004823953,0.8254336],"genre_scores_gemma":[0.0131495,0.005350728,0.002000547,0.00890297,0.04659175,0.0005230042,0.003759449,0.001398964,0.918323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.299223,"threshold_uncertainty_score":0.4268053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008185579265009887,"score_gpt":0.2176228197284416,"score_spread":0.2094372404634318,"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."}}