{"id":"W4308958905","doi":"10.1097/spv.0000000000001298","title":"Does AUGS Still Have Quality Assurance Goals?","year":2022,"lang":"en","type":"article","venue":"Urogynecology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Officer; Quality assurance; Library science; Columbia university; Political science; Management; Sociology; Engineering; Computer science; Media studies; Law; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.07316362,0.000417351,0.0009384812,0.002371095,0.00301562,0.01200253,0.002965791,0.003775105,0.03373156],"category_scores_gemma":[0.1887418,0.000397985,0.0009586972,0.003383701,0.003691087,0.007605988,0.005001936,0.004979094,0.009413897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01544866,"about_ca_system_score_gemma":0.05353285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0772666,"about_ca_topic_score_gemma":0.0822767,"domain_scores_codex":[0.9582332,0.01399907,0.003346388,0.001940928,0.01603028,0.006450185],"domain_scores_gemma":[0.723339,0.04786405,0.0220096,0.0270058,0.1346463,0.04513529],"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":[0.0006054686,0.0002514614,0.0511403,0.000629476,0.0001081573,0.0001584498,0.001161512,0.000829023,0.0003018666,0.1188551,0.4935952,0.3323641],"study_design_scores_gemma":[0.0002686116,0.000359572,0.05768126,0.002517425,0.0001042949,0.0004195364,0.002198241,0.00231414,0.0006168791,0.06482661,0.8685982,0.00009515078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02199231,0.01120977,0.01436842,0.8262689,0.005170608,0.0003777593,0.00314033,0.001258591,0.1162134],"genre_scores_gemma":[0.6121956,0.01234135,0.02878889,0.2645734,0.00648076,0.0008392822,0.009583589,0.001704873,0.06349222],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0772666,"threshold_uncertainty_score":0.3869308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2417884718706273,"score_gpt":0.4292066079302387,"score_spread":0.1874181360596114,"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."}}