{"id":"W4311537948","doi":"10.1016/j.urolvj.2022.100199","title":"Utilization of Swiss LithoClast® Trilogy Lithotripter During Percutaneous Nephrolithotomy","year":2022,"lang":"en","type":"article","venue":"Urology Video Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Percutaneous nephrolithotomy; Medicine; Troubleshooting; Suction; Surgery; Percutaneous; Biomedical engineering; Computer science; Engineering; Mechanical engineering","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":[0.0002467551,0.000327658,0.0003476894,0.0009786857,0.000355204,0.0006599957,0.0003823688,0.0006248346,0.007331709],"category_scores_gemma":[0.0019123,0.000134926,0.0005071193,0.0004615249,0.0002805205,0.0007302823,0.0003581817,0.0008612092,0.001930766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149108,"about_ca_system_score_gemma":0.0006991156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862302,"about_ca_topic_score_gemma":0.002548903,"domain_scores_codex":[0.9996107,0.00007057192,0.00004487411,0.00004652257,0.0001623666,0.00006484584],"domain_scores_gemma":[0.999382,0.0002439018,0.0001494937,0.0000406527,0.00007909418,0.0001047387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00166033,0.0002759192,0.02099602,0.00363374,0.0001489978,0.04604554,0.000791688,0.001415852,0.07696032,0.001573129,0.06219139,0.7843071],"study_design_scores_gemma":[0.0003333999,0.002700148,0.1614096,0.002217342,0.000376002,0.3541471,0.0007326367,0.007696008,0.1277847,0.002181454,0.3400532,0.0003683806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5608296,0.09151624,0.1491516,0.01721223,0.00460364,0.0006076521,0.003728271,0.01032066,0.1620301],"genre_scores_gemma":[0.8436305,0.04165921,0.07548335,0.00401117,0.002132303,0.0002847307,0.001992346,0.001205496,0.0296009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007331709,"threshold_uncertainty_score":0.02452695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367220065433972,"score_gpt":0.2854610068158513,"score_spread":0.2617888061615116,"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."}}