{"id":"W4244559845","doi":"10.5489/cuaj.2223","title":"Moderated Posters 4: Stones, Endourology and Transplant","year":2014,"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":"","keywords":"Renal transplant; Medicine; Internal medicine; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001404535,0.001451721,0.0008137934,0.002066031,0.002198193,0.002676381,0.001357485,0.003924661,0.5406634],"category_scores_gemma":[0.002561253,0.000651227,0.001577572,0.0008827258,0.0008389078,0.001979311,0.004327792,0.003677422,0.2238257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008181764,"about_ca_system_score_gemma":0.001379954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005528874,"about_ca_topic_score_gemma":0.001874429,"domain_scores_codex":[0.9989084,0.0001869252,0.00009583074,0.0001719784,0.0003305601,0.0003062284],"domain_scores_gemma":[0.9954966,0.0004147704,0.0003393422,0.0001695581,0.0008316094,0.002748143],"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":[0.0004058533,0.0001798805,0.002161628,0.0008643616,0.0000246095,0.0006578618,0.00005093743,0.0001318704,0.0006772128,0.0008145447,0.9172579,0.07677326],"study_design_scores_gemma":[0.0001482998,0.0003801619,0.009013806,0.00101601,0.00002777725,0.001973649,0.0001574984,0.0001894664,0.0006780467,0.001701867,0.9846805,0.00003289088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01076348,0.01807522,0.00315409,0.04577253,0.2458316,0.001762317,0.003230644,0.001500783,0.6699094],"genre_scores_gemma":[0.0410104,0.01490826,0.001508265,0.008480315,0.1739314,0.0005011217,0.001906985,0.0006105245,0.7571428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5406634,"threshold_uncertainty_score":0.6551878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007235069030639278,"score_gpt":0.2005895126801223,"score_spread":0.1933544436494831,"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."}}