{"id":"W2912308835","doi":"10.1016/j.urpr.2014.10.013","title":"Editorial Commentary","year":2015,"lang":"en","type":"editorial","venue":"Urology Practice","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Library science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003686008,0.0002970718,0.0006706386,0.0002703964,0.0001217083,0.00007576782,0.0005523585,0.001556911,0.0001944771],"category_scores_gemma":[0.01191524,0.0003806876,0.0001039997,0.0001390283,0.00008394293,0.0004304676,0.0003179119,0.001860844,0.004562621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003408511,"about_ca_system_score_gemma":0.0002095409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020235,"about_ca_topic_score_gemma":0.0001626235,"domain_scores_codex":[0.9975768,0.000205587,0.0008001325,0.0006953388,0.0001739476,0.0005481364],"domain_scores_gemma":[0.9958919,0.001952504,0.001012305,0.0006922101,0.0002406686,0.0002104368],"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":[0.000167772,0.0001192186,0.000004030078,0.00003993154,0.0001718599,0.00001904677,0.0001541542,0.000003793178,1.540982e-8,0.02188169,0.9772671,0.000171402],"study_design_scores_gemma":[0.000763885,0.0003175173,5.365108e-7,0.000003112799,0.00006066782,0.000001722652,0.00002935941,0.00001234775,5.317391e-8,0.01325119,0.9852474,0.0003122209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[3.680938e-7,0.001791384,0.0001213823,0.07728238,0.8409595,0.0002420051,0.0006625431,0.00006949522,0.07887094],"genre_scores_gemma":[0.00002175289,0.00103321,0.0003070945,0.01467888,0.9815428,0.00006678083,0.0005801726,0.00006062629,0.001708698],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1405833,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394089246914086,"score_gpt":0.3172788994258241,"score_spread":0.2778699747344155,"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."}}