{"id":"W4283123969","doi":"10.14740/wjnu428","title":"Opioid Prescribing for Kidney Stone Formers Undergoing Stone Removal","year":2022,"lang":"en","type":"article","venue":"World Journal of Nephrology and Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Kidney stones; Medical prescription; Opioid; Cohort; Narcotic; Retrospective cohort study; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005000908,0.0000810377,0.0002640042,0.0008931886,0.0003915194,0.0004367701,0.0002471572,0.0002823077,0.001419106],"category_scores_gemma":[0.002794072,0.0001341529,0.0003687334,0.001186854,0.0001505671,0.0002273161,0.000274395,0.000308618,0.0001380363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005770337,"about_ca_system_score_gemma":0.0007475209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00971575,"about_ca_topic_score_gemma":0.01760408,"domain_scores_codex":[0.9993684,0.00009509466,0.0001523154,0.00008582036,0.0002079131,0.00009046276],"domain_scores_gemma":[0.9959241,0.0005645315,0.002963271,0.0000584379,0.0002269088,0.000262818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000031214,0.00001254196,0.9977875,0.00003271127,0.00001678157,0.0001166447,0.00006207568,0.00001345802,0.0001091315,0.000004577498,0.00008585949,0.001727511],"study_design_scores_gemma":[0.000001675346,0.0000398735,0.9990727,0.00001756479,0.00001358834,0.0005118901,0.0001071639,0.00003028083,0.00005832993,0.000003061155,0.0001423491,0.000001545599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997869,0.001208652,0.00002677168,0.0001053082,0.000005565469,0.00001045842,0.0003760041,0.000003234998,0.000394891],"genre_scores_gemma":[0.9988748,0.0006124366,0.00006060816,0.00005335426,0.00001292186,0.000007316441,0.0002909849,0.000001087805,0.00008628363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00971575,"threshold_uncertainty_score":0.01931834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932821917615652,"score_gpt":0.2775479197933224,"score_spread":0.2582197006171659,"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."}}