{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000783138,0.0001987953,0.0004773078,0.00109678,0.0004627756,0.0006166218,0.0004967521,0.0005393899,0.002917605],"category_scores_gemma":[0.006198134,0.0001174786,0.000837518,0.001377792,0.0002813508,0.0003731161,0.0005258346,0.0006923747,0.0001490589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121888,"about_ca_system_score_gemma":0.0006003415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005891429,"about_ca_topic_score_gemma":0.00773973,"domain_scores_codex":[0.9992693,0.0001425231,0.0001694657,0.0001040358,0.0001836697,0.0001309729],"domain_scores_gemma":[0.9943379,0.0006136163,0.00386454,0.0001472215,0.0004696616,0.0005670503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004641335,0.00002140609,0.9990631,0.00002116185,0.00008987387,0.00003037587,0.00001394096,0.00002951326,0.00002134276,0.000003977529,0.00003377638,0.0006250504],"study_design_scores_gemma":[0.000002668555,0.00006674965,0.9995783,0.0000106727,0.00002485173,0.0001575918,0.00003084729,0.00007593489,0.00001339098,0.000007390983,0.00002930314,0.000002345902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981179,0.000832554,0.0000656288,0.0001026589,0.000007813249,0.000009587958,0.0005128314,0.000006291878,0.0003447198],"genre_scores_gemma":[0.9992517,0.0002299832,0.00004040781,0.00002113388,0.00001160522,0.000005326685,0.0003833307,0.000001078469,0.00005545804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005891429,"threshold_uncertainty_score":0.01171428,"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."}}