{"id":"W4322617187","doi":"10.55519/jamc-01-10910","title":"FREQUENCY OF STONE CLEARANCE AFTER TRANSURETHRAL FRAGMENTATION OF LARGE URINARY BLADDER CALCULI USING PNEUMATIC SWISS LITHOCLAST","year":2023,"lang":"en","type":"article","venue":"Journal of Ayub Medical College Abbottabad","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Urinary system; Bladder stones; Urinary stone; Fragmentation (computing); Urology; Surgery; Lithotripsy; 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":[0.0004902743,0.0000945769,0.0003360076,0.0004589857,0.0002669101,0.0002967185,0.000170063,0.0002830531,0.001947868],"category_scores_gemma":[0.004003648,0.0001195099,0.0003715018,0.0003138842,0.0001766151,0.0003745453,0.0002116532,0.000253703,0.0001617329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567985,"about_ca_system_score_gemma":0.0002846514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007441363,"about_ca_topic_score_gemma":0.0009882268,"domain_scores_codex":[0.9994411,0.0001188091,0.00008251732,0.00007707909,0.0001910096,0.00008950177],"domain_scores_gemma":[0.9975947,0.0006971256,0.001146078,0.0001126205,0.0002104228,0.000239117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006710287,0.0001780915,0.9828063,0.00008480297,0.00005865101,0.001888006,0.0004259548,0.00004591679,0.001084919,0.00001699244,0.0001593555,0.01257989],"study_design_scores_gemma":[0.000009648116,0.001128422,0.9886544,0.00002501171,0.00003934616,0.008695292,0.0002855971,0.00009034532,0.0006607618,0.0000145073,0.0003899841,0.000006779725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989957,0.0006455227,0.00007623201,0.00002453534,0.000004070173,0.000007043617,0.00003530206,0.00000350899,0.0002080863],"genre_scores_gemma":[0.9995658,0.0001636036,0.00003965784,0.00001656399,0.000006156345,0.000002969103,0.00004559803,0.000001008182,0.00015872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001947868,"threshold_uncertainty_score":0.006516278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088850866707699,"score_gpt":0.3345249277018372,"score_spread":0.3136364190347602,"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."}}