{"id":"W4365443208","doi":"10.1089/end.2022.0761","title":"Ultrasound-Only Percutaneous Nephrolithotomy Is Safe and Effective Compared to Fluoroscopy-Directed Percutaneous Nephrolithotomy","year":2023,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Percutaneous nephrolithotomy; Fluoroscopy; Odds ratio; Ultrasound; Lithotomy position; Confidence interval; Supine position; Surgery; Percutaneous; Complication; Kidney stones; Radiology; 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":[0.002950814,0.0003325811,0.001111079,0.0006752354,0.0001908657,0.00105961,0.0004264109,0.000649554,0.002635437],"category_scores_gemma":[0.02676865,0.0001820619,0.001248643,0.0006088153,0.0005047173,0.00123924,0.0007019998,0.0005955001,0.0002599018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005925227,"about_ca_system_score_gemma":0.001288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007839806,"about_ca_topic_score_gemma":0.001232322,"domain_scores_codex":[0.9963372,0.001628467,0.0004379566,0.0003904665,0.001033691,0.0001722623],"domain_scores_gemma":[0.980077,0.01129618,0.006527181,0.0005156789,0.0006406648,0.0009433062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05029076,0.001650803,0.4091145,0.004295601,0.005895258,0.0003205792,0.0003415739,0.001241516,0.002246342,0.0003509439,0.001841646,0.5224103],"study_design_scores_gemma":[0.006630484,0.02581917,0.9435997,0.001952432,0.007157649,0.002788437,0.0004764925,0.003786196,0.002521309,0.001247775,0.003923954,0.00009644078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479036,0.04514253,0.001727171,0.001341623,0.0002319476,0.0001310272,0.000377717,0.0001040674,0.003040267],"genre_scores_gemma":[0.9950293,0.003370938,0.000814569,0.0002681932,0.0001858479,0.0000328489,0.0001792655,0.000009576691,0.0001094282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002950814,"threshold_uncertainty_score":0.01560563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184651716526325,"score_gpt":0.2929528760400274,"score_spread":0.2811063588747642,"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."}}