{"id":"W3015365277","doi":"10.1097/ju.0000000000001030","title":"Patient Reported Outcomes Predicting Spontaneous Stone Passage May Not Have Acceptable Accuracy","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Logistic regression; Surgery; Kidney stones; Ureter; Internal medicine","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":[0.0166628,0.0009436516,0.001241527,0.001637314,0.000275424,0.001799851,0.0008347752,0.001277265,0.001139247],"category_scores_gemma":[0.09201622,0.0003005372,0.00139821,0.001235013,0.0007923164,0.001613351,0.0009018557,0.0009634331,0.0005823297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004577588,"about_ca_system_score_gemma":0.0005107793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046505,"about_ca_topic_score_gemma":0.001406584,"domain_scores_codex":[0.9862926,0.006851334,0.002478757,0.001188203,0.002646736,0.0005423744],"domain_scores_gemma":[0.8888419,0.07299341,0.0249021,0.004293965,0.007704342,0.001264356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002574568,0.0000381257,0.9921003,0.00007826774,0.0002149886,0.00003610585,0.00006111289,0.0004551486,0.00005872726,0.00004127949,0.0001348341,0.006523649],"study_design_scores_gemma":[0.00006032427,0.001313956,0.9815645,0.0002624586,0.000377846,0.0008196507,0.0002476651,0.01302812,0.0005754517,0.0005726334,0.001135446,0.0000418078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836571,0.003810375,0.006600937,0.0007772077,0.0002117948,0.0001228971,0.001819154,0.0001159721,0.002884645],"genre_scores_gemma":[0.9975,0.0002476332,0.00123891,0.0001267415,0.0000851434,0.00005544367,0.0006157042,0.000008817184,0.0001215532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0166628,"threshold_uncertainty_score":0.08812237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363574148377263,"score_gpt":0.2991710790900239,"score_spread":0.2655353376062513,"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."}}