{"id":"W2083584645","doi":"10.1016/j.urology.2007.10.060","title":"Holmium:Yttrium-Aluminum-Garnet Lithotripsy Proximal Fiber Failures From Laser and Fiber Mismatch","year":2008,"lang":"en","type":"article","venue":"Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Holmium; Yttrium; Lithotripsy; Laser lithotripsy; Fiber; Laser; Surgery; Composite material; Optics; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007518679,0.0002831995,0.0005086291,0.0001064973,0.0001235864,0.0000122504,0.00009242017,0.0003210755,0.002591989],"category_scores_gemma":[0.00009472552,0.0002265307,0.0001069295,0.0001142721,0.000251187,0.0000752938,0.00008229126,0.0002857624,0.0008219201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002786126,"about_ca_system_score_gemma":0.0000977568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004746658,"about_ca_topic_score_gemma":0.00001023122,"domain_scores_codex":[0.9983866,0.00008842607,0.000300441,0.000553617,0.0002119206,0.0004589656],"domain_scores_gemma":[0.9989538,0.0001316511,0.00008991426,0.0004222016,0.00007005251,0.0003323364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00502029,0.002227934,0.7703483,0.0001290938,0.001560831,0.004662824,0.004016418,0.00002067361,0.002630944,0.000153382,0.1957372,0.01349212],"study_design_scores_gemma":[0.006297725,0.001080631,0.3795047,0.00001266117,0.0004089373,0.001741885,0.00003572038,0.0001400109,0.001660448,0.0002099424,0.6086191,0.0002882199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848781,0.001331216,0.000007546204,0.006772264,0.0001392055,0.0004130713,0.00006987158,0.0001017155,0.006287026],"genre_scores_gemma":[0.9646195,0.0001344652,0.001902582,0.003756059,0.0004119616,0.00005808996,0.0001807621,0.00005170475,0.02888489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4128819,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795757392304913,"score_gpt":0.2487122556690662,"score_spread":0.230754681746017,"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."}}