{"id":"W3135658025","doi":"10.1089/end.2021.0175","title":"<i>Editorial Comment on:</i> “The Role of Cavitation in Energy Delivery and Stone Damage During Laser Lithotripsy” by Ho et al.","year":2021,"lang":"en","type":"letter","venue":"Journal of Endourology","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lithotripsy; Laser; Microsecond; Cavitation; Laser lithotripsy; Pulse duration; Medicine; Holmium; Ultrashort pulse; Optics; Surgery; Physics; Mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007392148,0.0001772627,0.0004358944,0.0001620079,0.00005406864,0.0000522193,0.0002968095,0.000225089,0.0001326148],"category_scores_gemma":[0.0002310786,0.0001355063,0.00008199444,0.00009147989,0.0001037647,0.000133806,0.00007351189,0.0008749876,0.000002180521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005859728,"about_ca_system_score_gemma":0.0001013852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007523153,"about_ca_topic_score_gemma":0.00001792136,"domain_scores_codex":[0.9977794,0.0007425727,0.0006032005,0.0001993917,0.0004465806,0.0002288561],"domain_scores_gemma":[0.9976076,0.001171099,0.0007697407,0.0002068182,0.0002005961,0.00004409086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001449785,0.00006006641,0.00006723811,0.00001148433,0.00002223012,0.00006424452,0.0002406095,0.00006049914,0.2532198,0.00005449175,0.7460238,0.00003045466],"study_design_scores_gemma":[0.001107064,0.0003706816,0.0001013777,0.00004890403,0.00003382437,0.00007215121,0.0001951697,0.000001882486,0.0282274,0.0009565721,0.9687596,0.0001253608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6030962,0.0007863857,0.000008995194,0.3860372,0.009785999,0.00006482986,0.0001109975,0.000004284484,0.0001051348],"genre_scores_gemma":[0.1326086,0.0008044459,0.0002328447,0.8499237,0.01613682,0.00001630824,0.0000938058,0.00004300385,0.0001404568],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4704876,"threshold_uncertainty_score":0.5525787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006492928922386949,"score_gpt":0.2168251733427528,"score_spread":0.2103322444203658,"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."}}