{"id":"W1549235488","doi":"","title":"Ureteroscopy now used more than shock wave lithotripsy for treating kidney stones","year":2012,"lang":"en","type":"article","venue":"Urology times","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ureteroscopy; Medicine; Shock wave lithotripsy; Kidney stones; Lithotripsy; Percutaneous nephrolithotomy; Surgery; Ureter; Percutaneous","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951283,0.0003085031,0.0005320287,0.0001341704,0.0001626998,0.00001382562,0.00008537847,0.0002783153,0.0002541],"category_scores_gemma":[0.0002995913,0.0002362415,0.0002215124,0.0001110684,0.0001250249,0.0001321896,0.0000451686,0.0001674631,0.000119237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004959487,"about_ca_system_score_gemma":0.00009717578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000224166,"about_ca_topic_score_gemma":5.586394e-7,"domain_scores_codex":[0.9983832,0.00006402149,0.0002987995,0.0003599168,0.000167183,0.0007269004],"domain_scores_gemma":[0.998622,0.0001898249,0.000124104,0.0004108467,0.00007044675,0.0005827663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007683466,0.0005225352,0.9784803,0.00007387879,0.0004391859,0.00001833801,0.001669899,0.000001035727,0.002894704,0.00028739,0.01367134,0.001172999],"study_design_scores_gemma":[0.01270706,0.003282764,0.8005753,0.00008136984,0.002329793,0.0009708847,0.0003823825,0.002165948,0.01585868,0.0002961601,0.1606508,0.0006988369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844224,0.001168381,0.0003080494,0.008788441,0.0006191724,0.0009077848,0.0001190928,0.0001869311,0.003479725],"genre_scores_gemma":[0.976948,0.0000251833,0.00563713,0.004442465,0.0005949422,0.000169925,0.0002627691,0.00006862009,0.01185092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1779051,"threshold_uncertainty_score":0.9633647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596843913366994,"score_gpt":0.3088246911784309,"score_spread":0.2828562520447609,"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."}}