{"id":"W4403830556","doi":"10.1681/asn.2024yjcnr6zg","title":"Factors Associated with Major and Minor Complications of Percutaneous Kidney Biopsy: A Quality Improvement Project","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Medicine; Percutaneous; Nephrology; Biopsy; Urology; Intensive care medicine; Surgery; 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":[0.008439044,0.0002971627,0.0003771104,0.002122578,0.0006080947,0.00117676,0.0007637154,0.0004081528,0.001214981],"category_scores_gemma":[0.02067008,0.0002344097,0.0006774793,0.003622951,0.0003984884,0.001065569,0.001687127,0.0007945407,0.0001465383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710258,"about_ca_system_score_gemma":0.004097615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064009,"about_ca_topic_score_gemma":0.006560976,"domain_scores_codex":[0.9948635,0.001975957,0.0009904985,0.0004072491,0.001274601,0.0004882069],"domain_scores_gemma":[0.9636456,0.00546166,0.01962564,0.0007434706,0.005953568,0.004570125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005113363,0.000107164,0.9904841,0.00007982326,0.00004084149,0.00001939283,0.00008019072,0.00008868079,0.00003430495,0.00002524033,0.0004525071,0.008536706],"study_design_scores_gemma":[0.00001280162,0.0001682065,0.9986628,0.00005691902,0.00002926522,0.00006943085,0.00021848,0.0003745299,0.00004060083,0.00002611047,0.0003364824,0.000004507956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851451,0.002625545,0.002195772,0.003314913,0.00004643095,0.0005860088,0.003716782,0.00008530582,0.002284137],"genre_scores_gemma":[0.9941086,0.000887096,0.002171046,0.0002252254,0.00004546505,0.000221252,0.002186241,0.000009035853,0.0001461614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064009,"threshold_uncertainty_score":0.04463047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03248536764807942,"score_gpt":0.3189513788250586,"score_spread":0.2864660111769792,"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."}}