{"id":"W2793168691","doi":"10.5489/cuaj.5237","title":"Truth and consequences — The issue with standards and guidelines","year":2018,"lang":"en","type":"editorial","venue":"Canadian Urological Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005572179,0.0002312136,0.0004691134,0.0001160975,0.000479961,0.0003212595,0.0001224867,0.0006957134,0.000611521],"category_scores_gemma":[0.08375983,0.0001281922,0.00006034906,0.0001321508,0.0003417086,0.0001299111,0.00002948584,0.001534695,0.00001021954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008258177,"about_ca_system_score_gemma":0.004640597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003425072,"about_ca_topic_score_gemma":0.007049709,"domain_scores_codex":[0.9967646,0.000359992,0.0009118633,0.0003175198,0.001252741,0.0003932894],"domain_scores_gemma":[0.9897953,0.004595764,0.0009952298,0.0001465124,0.003781664,0.0006855656],"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":[0.0001720165,0.000006089697,0.009666391,0.000008780423,0.0001696671,0.00006175083,0.00005024443,5.457736e-7,0.000001286978,0.00001798251,0.9853992,0.004445978],"study_design_scores_gemma":[0.001312911,0.001043916,0.005624987,0.00006328223,0.0004866992,0.0002950232,0.0002615385,0.00002536436,8.28111e-7,0.0007089031,0.9900231,0.0001534606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01864907,0.002981901,0.0001317188,0.5401597,0.4343926,0.0008321019,0.001470543,0.00004895901,0.001333377],"genre_scores_gemma":[0.01683104,0.004228273,0.001324064,0.01657661,0.9596334,0.00001543549,0.000204146,0.00004264933,0.001144359],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5252408,"threshold_uncertainty_score":0.9239581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07583177436263412,"score_gpt":0.4206788885859417,"score_spread":0.3448471142233076,"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."}}