{"id":"W4312118295","doi":"10.1016/j.euf.2022.11.019","title":"Evaluation of the Effectiveness of Interventions on Nephrolithiasis in Transplanted Kidney","year":2022,"lang":"en","type":"review","venue":"European Urology Focus","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"European Association of Urology","keywords":"Medicine; Psychological intervention; Kidney stones; Kidney; Urology; Intensive care medicine; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001716264,0.0007995897,0.004187343,0.001579711,0.0001760856,0.0009940114,0.001059023,0.001099814,0.004051843],"category_scores_gemma":[0.003560091,0.0003346284,0.003356598,0.001554385,0.0003223277,0.0006705578,0.0004073902,0.001195954,0.0002568205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006528775,"about_ca_system_score_gemma":0.001565243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003242623,"about_ca_topic_score_gemma":0.007731729,"domain_scores_codex":[0.9993929,0.000178109,0.0001727568,0.00008282664,0.0001381473,0.00003525975],"domain_scores_gemma":[0.9979678,0.001550898,0.0002952366,0.00002272822,0.0001282352,0.00003499316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00210353,0.0002250199,0.0008615388,0.3370649,0.009142591,0.0001034111,0.00007786097,0.0003803264,0.0006660459,0.0009040455,0.003251821,0.6452188],"study_design_scores_gemma":[0.005789111,0.007152355,0.03638051,0.4720661,0.1431761,0.002072381,0.0007006277,0.0008604704,0.002675657,0.00340176,0.32552,0.0002049626],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003759799,0.9993322,0.00002343075,0.00005056839,0.00003691866,0.000008477189,0.00002595953,0.000001248514,0.0001451472],"genre_scores_gemma":[0.004432516,0.9951254,0.0001515324,0.000131806,0.0000515214,0.00001215358,0.0000340729,7.953139e-7,0.00006034404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004187343,"threshold_uncertainty_score":0.01355475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075257537728125,"score_gpt":0.3762828009365338,"score_spread":0.2687570471637214,"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."}}