{"id":"W4366998703","doi":"10.22374/jeleu.v6i2.159","title":"POD1 Stent Removal after PCNL","year":2023,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous nephrolithotomy; Stent; Surgery; Ureteric stent; Body mass index; Emergency department; Medical record; Complication; Percutaneous; 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":[0.0003108739,0.0002431209,0.0003584824,0.0006041583,0.0004903121,0.0007483131,0.0003075029,0.0002560579,0.003181789],"category_scores_gemma":[0.002448677,0.0001315017,0.000376151,0.0005566778,0.0002627048,0.0003229687,0.0006205976,0.0008914456,0.0003314467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005804186,"about_ca_system_score_gemma":0.0005711518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112263,"about_ca_topic_score_gemma":0.001716258,"domain_scores_codex":[0.9994734,0.00005208115,0.00006896566,0.00007263885,0.0001844582,0.000148431],"domain_scores_gemma":[0.9968258,0.0007131336,0.001627955,0.0001178522,0.000220454,0.0004947644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004211048,0.0001060377,0.9776423,0.0001190549,0.00005673536,0.003660748,0.000145742,0.0001403428,0.001163059,0.00004050651,0.0003706534,0.01613364],"study_design_scores_gemma":[0.00001671898,0.0004658456,0.9823219,0.0000589427,0.00003654792,0.01375512,0.0001928457,0.0002401657,0.001581083,0.00006773622,0.00125437,0.000008546739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974945,0.000500986,0.0003166679,0.00008366341,0.00001936227,0.00001748167,0.0001991338,0.00002280938,0.001345382],"genre_scores_gemma":[0.9986925,0.0002812502,0.0001874841,0.0000748312,0.00003622354,0.000006608545,0.0004099197,0.000005361745,0.0003060125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003181789,"threshold_uncertainty_score":0.01064414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052098172472942,"score_gpt":0.2947189261084083,"score_spread":0.2741979443836789,"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."}}