{"id":"W2512623327","doi":"10.5489/cuaj.4088","title":"CUA-AUA International Fellows Program: San Diego 2016","year":2016,"lang":"es","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pinnacle; Excellence; Medical education; Medicine; Library science; Political science; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002386642,0.001042513,0.0004273692,0.001352299,0.002447115,0.003221213,0.001192064,0.001873005,0.2943287],"category_scores_gemma":[0.001847262,0.0004028186,0.0006496568,0.0006283008,0.0006007971,0.000889718,0.003400049,0.00215066,0.08858713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002471165,"about_ca_system_score_gemma":0.009269419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005813573,"about_ca_topic_score_gemma":0.03387846,"domain_scores_codex":[0.9991835,0.00009176439,0.00002538408,0.0001669713,0.0003195911,0.0002128491],"domain_scores_gemma":[0.9962391,0.00006874956,0.00008753318,0.00008010655,0.0006426527,0.002881891],"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":[0.0002563369,0.000355889,0.001860742,0.00009971215,0.00001168941,0.0002405577,0.0001440364,0.00009150607,0.0006937609,0.001732075,0.9316471,0.06286661],"study_design_scores_gemma":[0.0000497023,0.0001611584,0.00315767,0.00009704965,0.000006427311,0.0002389933,0.0001577647,0.0001318637,0.0003133231,0.0004649593,0.9952107,0.00001035905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02221647,0.01345651,0.002736612,0.07381618,0.05685149,0.000915382,0.006752041,0.002371987,0.8208834],"genre_scores_gemma":[0.01745473,0.004314404,0.001821955,0.002435216,0.003956915,0.0003133032,0.002042183,0.000334526,0.9673267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2943287,"threshold_uncertainty_score":0.9846277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415845170211298,"score_gpt":0.2677483563079027,"score_spread":0.2535899046057897,"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."}}