{"id":"W3207990795","doi":"10.1016/j.euf.2021.10.008","title":"Evidence-based Urology: Surrogate Endpoints – Con","year":2021,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto; Ottawa Hospital; University Health Network","funders":"Sanofi","keywords":"Surrogate endpoint; Medicine; Clinical endpoint; Endpoint Determination; Clinical trial; Intensive care medicine; Internal medicine; Urology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09313828,0.001892247,0.004126102,0.002569034,0.0006022477,0.006050332,0.001930222,0.003013385,0.005476422],"category_scores_gemma":[0.224436,0.0007747517,0.002290867,0.003531064,0.005556859,0.00583921,0.004533141,0.008721998,0.001254639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002075886,"about_ca_system_score_gemma":0.004260122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000454479,"about_ca_topic_score_gemma":0.0005196374,"domain_scores_codex":[0.8374664,0.1489363,0.004041038,0.003102836,0.00600448,0.0004488505],"domain_scores_gemma":[0.7161617,0.2513074,0.01146128,0.0143456,0.00504584,0.001678309],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000742898,0.0001636038,0.002035217,0.004221261,0.001003903,0.0001125848,0.0002094437,0.01081399,0.0003019405,0.7474517,0.01753198,0.2154115],"study_design_scores_gemma":[0.0001390699,0.0002388516,0.000503752,0.001083785,0.0001967603,0.0002601428,0.00005221909,0.02636281,0.0003082994,0.9552695,0.01555254,0.00003237147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.003732125,0.04207395,0.9220288,0.02065818,0.001858397,0.0002445705,0.0003423642,0.0002096862,0.008851889],"genre_scores_gemma":[0.3115675,0.03797721,0.6134479,0.01578477,0.01025587,0.00251217,0.0008459418,0.0005718968,0.007036706],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9068617,"threshold_uncertainty_score":0.4925682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5554115302791838,"score_gpt":0.4974384165797888,"score_spread":0.05797311369939495,"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."}}