{"id":"W3202983236","doi":"10.5489/cuaj.7609","title":"New CUA inititatives","year":2021,"lang":"es","type":"article","venue":"Canadian Urological Association Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01751708,0.0008215373,0.0009675611,0.004143819,0.002935072,0.009077974,0.002984152,0.006276353,0.07816416],"category_scores_gemma":[0.0463481,0.0004788743,0.001814574,0.002717599,0.002034388,0.005237388,0.006638336,0.008084303,0.01648293],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006468909,"about_ca_system_score_gemma":0.03000594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01528679,"about_ca_topic_score_gemma":0.03245069,"domain_scores_codex":[0.9907593,0.002776355,0.0005183172,0.0007668067,0.002950722,0.00222851],"domain_scores_gemma":[0.9458578,0.01009155,0.003197355,0.003705005,0.01799066,0.01915755],"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":[0.0003668314,0.0004731616,0.003183811,0.0006418633,0.00005858525,0.0002585884,0.0002190881,0.0001589414,0.0002882849,0.03773489,0.8096209,0.146995],"study_design_scores_gemma":[0.0000904378,0.00007226018,0.002807616,0.0007545276,0.00002804389,0.0001870869,0.0002285306,0.0001778022,0.0002515242,0.004091656,0.9912902,0.0000203517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01410199,0.09057957,0.009208374,0.4937555,0.09359638,0.0008984454,0.005373922,0.001820096,0.2906657],"genre_scores_gemma":[0.1367713,0.07043704,0.04465313,0.2845089,0.0504059,0.002753365,0.01628159,0.001999638,0.3921892],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9935311,"threshold_uncertainty_score":0.2614852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518807493727592,"score_gpt":0.2081166502630457,"score_spread":0.1729285753257697,"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."}}