{"id":"W2921017071","doi":"10.1089/end.2019.0120","title":"Total Surface Area Influences Stone Free Outcomes in Shock Wave Lithotripsy for Distal Ureteral Calculi","year":2019,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Shock wave lithotripsy; Ureteroscopy; Surgery; Lithotripsy; Ureter","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":[0.000786581,0.0001649389,0.0002139222,0.0006629861,0.0003634671,0.0007472435,0.0002959134,0.000403061,0.004241891],"category_scores_gemma":[0.007070986,0.0001587125,0.0005353948,0.0005976098,0.000339986,0.0003839772,0.0004496452,0.0004984052,0.0003837086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902162,"about_ca_system_score_gemma":0.0004121492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134615,"about_ca_topic_score_gemma":0.001529823,"domain_scores_codex":[0.9995593,0.0001325093,0.0000718304,0.00005672614,0.000101123,0.00007838936],"domain_scores_gemma":[0.9944183,0.001976563,0.002352246,0.0001211134,0.0002828636,0.0008489828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273284,0.0000449904,0.9974983,0.000009088774,0.00004663784,0.00004569184,0.00004147913,0.00005183309,0.0001303233,0.000007707888,0.00005531202,0.001941279],"study_design_scores_gemma":[0.00000660809,0.0002378944,0.9988417,0.00001131013,0.00004564316,0.0003123662,0.0001125211,0.0002164546,0.00008254321,0.00002146541,0.0001089938,0.000002575337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993159,0.0002892749,0.00004672803,0.0000400762,0.000003568078,0.000004380406,0.00003694018,0.000003271774,0.0002599548],"genre_scores_gemma":[0.9997444,0.00007637838,0.00004244591,0.00001350472,0.0000056743,0.00000295562,0.00004979116,0.000002350482,0.00006248523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004241891,"threshold_uncertainty_score":0.0141905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023717332182095,"score_gpt":0.2975747278878764,"score_spread":0.2738573957057814,"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."}}