{"id":"W4247054307","doi":"10.1097/01.ju.0000556061.99621.eb","title":"MP39-14 IS STONE-FREE STATUS AFTER SURGICAL INTERVENTION FOR KIDNEY STONES ASSOCIATED WITH BETTER HEALTH-RELATED QUALITY OF LIFE? A MULTICENTER STUDY FROM THE NORTH AMERICAN STONE QUALITY OF LIFE CONSORTIUM","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Intervention (counseling); Kidney stone disease; Kidney stones; Epidemiology; Gerontology; Family medicine; General surgery; Surgery; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002553526,0.0002356601,0.0006057292,0.001192722,0.0009904677,0.001267423,0.0007804482,0.0007199912,0.006559155],"category_scores_gemma":[0.00973433,0.0003476446,0.001112501,0.002676827,0.0002726715,0.000952847,0.001597874,0.001132552,0.001163811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005684653,"about_ca_system_score_gemma":0.001042283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009559562,"about_ca_topic_score_gemma":0.01160546,"domain_scores_codex":[0.9984306,0.000485709,0.0001959588,0.0001916358,0.0005238016,0.0001723663],"domain_scores_gemma":[0.9919849,0.001242365,0.003069491,0.0005474534,0.001565897,0.001589861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005028408,0.0001573123,0.9808784,0.0001154868,0.0003493472,0.00004964382,0.0003014821,0.00003200578,0.00006728322,0.00008025508,0.01252153,0.00494449],"study_design_scores_gemma":[0.00009357478,0.0001445106,0.9967476,0.0001092342,0.0001132935,0.00007438231,0.0003408661,0.0000495744,0.0000279623,0.00003954859,0.002246884,0.00001250807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643203,0.001676581,0.0001903411,0.003415496,0.0001696368,0.0003645713,0.02357473,0.00002397925,0.006264284],"genre_scores_gemma":[0.9697908,0.001545339,0.0004615674,0.001230983,0.0004336924,0.001106444,0.02172085,0.00003778128,0.003672598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009559562,"threshold_uncertainty_score":0.02194262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2526559898672983,"score_gpt":0.4845458255840409,"score_spread":0.2318898357167426,"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."}}