{"id":"W4238479206","doi":"10.7244/cmj.2021.04.001.6","title":"European Association of Urology COVID intermediate prioritisation group is poorly predictive of pathological high- risk among patients with renal tumours","year":2021,"lang":"en","type":"article","venue":"","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Urology Foundation; University of Edinburgh; Rosetrees Trust; Astellas Pharma; Pancreatic Cancer UK; National Institute for Health and Care Research; Boston Scientific Corporation; Medical Research Council; Sanofi","keywords":"Concordance; Medicine; Guideline; Pathological; Renal cell carcinoma; Risk stratification; Risk assessment; Safeguarding; Internal medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.002060215,0.0002288136,0.0004236785,0.001371173,0.0005410402,0.001282639,0.0007050645,0.000715045,0.006544254],"category_scores_gemma":[0.01189051,0.0001678573,0.0004639308,0.001649231,0.0003709127,0.0005808513,0.0008290131,0.0006681329,0.0007048159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005002875,"about_ca_system_score_gemma":0.001046675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006712667,"about_ca_topic_score_gemma":0.006660086,"domain_scores_codex":[0.9981254,0.000661776,0.0002417538,0.0003712912,0.0003651707,0.0002345864],"domain_scores_gemma":[0.9918872,0.00227592,0.003042649,0.0004645586,0.001124404,0.001205365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000617065,0.00001316646,0.9929191,0.00002777187,0.00003321247,0.00002802206,0.00002827528,0.00006993083,0.00004920347,0.0000581322,0.001301905,0.00540943],"study_design_scores_gemma":[0.00001107828,0.00006872172,0.9958147,0.00006563905,0.00004237131,0.0003940815,0.0001477831,0.0007022723,0.00008341849,0.0003501508,0.002310445,0.00000926249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780927,0.005750584,0.001527529,0.00250905,0.0003547601,0.000054859,0.002516256,0.00009379556,0.009100328],"genre_scores_gemma":[0.996772,0.0004204177,0.0007451506,0.000239399,0.0001047277,0.00002061818,0.001126401,0.00001296454,0.0005583281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006712667,"threshold_uncertainty_score":0.02189273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175056107659305,"score_gpt":0.2701120271272062,"score_spread":0.2583614660506132,"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."}}