{"id":"W3203123545","doi":"10.1016/j.euf.2021.09.015","title":"Evidence-based Urology: Introduction to Our Series of Articles","year":2021,"lang":"en","type":"editorial","venue":"European Urology Focus","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"Sigrid Juséliuksen Säätiö; Academy of Finland; Helsingin ja Uudenmaan Sairaanhoitopiiri","keywords":"Medicine; Evidence-based medicine; Evidence-based practice; MEDLINE; Urology; Alternative medicine; Medical education; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1065874,0.0005658467,0.00468825,0.0008294508,0.000131138,0.0004335208,0.002962087,0.0003935862,0.004042889],"category_scores_gemma":[0.3057464,0.0003354101,0.001747058,0.001656118,0.0001486168,0.0002381558,0.000522386,0.0007648797,0.008481198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003328043,"about_ca_system_score_gemma":0.0003308278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000965765,"about_ca_topic_score_gemma":0.00005427686,"domain_scores_codex":[0.9374907,0.04617388,0.00866358,0.002274943,0.004933752,0.0004631683],"domain_scores_gemma":[0.9759814,0.007744062,0.006053088,0.006279862,0.003694625,0.0002469664],"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":[0.000107945,0.00004450586,0.0002025849,0.00003869744,0.0002059085,0.00007853629,0.0001409108,0.0004239446,0.0002781294,0.00009554408,0.9887004,0.009682818],"study_design_scores_gemma":[0.0001532386,0.0005618858,0.0003874557,0.00003042338,0.0006321516,0.00001158689,0.0001107434,0.00006060071,0.0001440781,0.000428128,0.9972325,0.0002472317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003009083,0.01096388,0.009198246,0.05070106,0.9221551,0.0008698049,0.0001055358,0.00003340861,0.002963871],"genre_scores_gemma":[0.07156666,0.0001540586,0.002471632,0.0007521821,0.9083925,0.0000363023,0.00006425627,0.00009415122,0.0164682],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.199159,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4441855369165952,"score_gpt":0.4396568789959472,"score_spread":0.004528657920648049,"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."}}