{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005941115,0.000193401,0.000602323,0.0004731811,0.0004275588,0.000008012985,0.0001312494,0.00009572372,0.0002808772],"category_scores_gemma":[0.0001855383,0.0001695913,0.0002019767,0.0001877434,0.0001853677,0.0000985754,0.000122508,0.0005895761,0.000001808335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000892548,"about_ca_system_score_gemma":0.0004036591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001242993,"about_ca_topic_score_gemma":0.00001218647,"domain_scores_codex":[0.9983937,0.0001669867,0.0005382344,0.0002540966,0.0001928267,0.0004542289],"domain_scores_gemma":[0.9986286,0.0003372798,0.0004034428,0.0001709292,0.0001014307,0.0003582897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1112715,0.00525303,0.3653976,0.0007566208,0.01077424,0.008047177,0.006880945,0.001190448,0.07090228,0.03723088,0.3170677,0.06522757],"study_design_scores_gemma":[0.01367747,0.008787995,0.0377465,0.00001956379,0.001164487,0.02166963,0.0003090137,0.0003988032,0.0001209984,0.003515548,0.9123849,0.0002050324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558061,0.004663808,0.0008464182,0.03599451,0.001028596,0.0004714463,0.00003121721,0.0000244006,0.001133453],"genre_scores_gemma":[0.9602149,0.0002987455,0.003016392,0.03403708,0.000387337,0.00003030124,0.00002466476,0.00003441873,0.001956191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5953172,"threshold_uncertainty_score":0.6915732,"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."}}