{"id":"W4210679761","doi":"10.1002/nau.24887","title":"Association of stone surgery with patient‐reported complications after spinal cord injury","year":2022,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Patient-Centered Outcomes Research Institute","keywords":"Medicine; Spinal cord injury; Surgery; Incidence (geometry); Quality of life (healthcare); Observational study; Bladder stone; Bladder stones; Urinary system; Internal medicine; Spinal cord","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001095742,0.00011444,0.0002816313,0.0001207574,0.0001327059,0.000003645269,0.00003238736,0.00005723865,0.00004665267],"category_scores_gemma":[0.00006601311,0.0001028917,0.00005716935,0.0001874849,0.00006929286,0.00003242804,0.00006648337,0.0002467068,0.000001286555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004927711,"about_ca_system_score_gemma":0.00008475349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002557523,"about_ca_topic_score_gemma":0.000004936313,"domain_scores_codex":[0.9989914,0.0001054403,0.0002727706,0.0002448724,0.0002084934,0.000177032],"domain_scores_gemma":[0.9992295,0.00008938209,0.0002831452,0.0002277427,0.00008785894,0.00008240793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006148979,0.0004442865,0.9889739,0.00002026538,0.0001590833,0.00009616555,0.00003803343,0.00001288528,0.0001507422,0.00009884321,0.0002546571,0.003602123],"study_design_scores_gemma":[0.0005792059,0.004509359,0.9891145,0.000004949318,0.000312347,0.0004581255,0.00002823795,0.0003114713,0.00001090159,0.00005770146,0.004534554,0.00007864732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953129,0.00008152264,0.00004378222,0.0038484,0.0001443564,0.0002192499,0.00007624378,0.00002939112,0.0002441799],"genre_scores_gemma":[0.9968852,0.00004452183,0.0001657415,0.002510077,0.00001330396,0.0000761428,0.00009860079,0.00001800061,0.0001883838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005569773,"threshold_uncertainty_score":0.4195803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271554567814416,"score_gpt":0.2635973971327099,"score_spread":0.2508818514545658,"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."}}