{"id":"W4221065186","doi":"10.5489/cuaj.7770","title":"Better safe than sorry? Results from an ex-vivo study demonstrate that the thulium fiber laser may cause eye injury without standard protection","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Ex vivo; Ablation; Context (archaeology); Laser; Medicine; Laser safety; Laser ablation; Eye protection; Laser lithotripsy; Surgery; Materials science; In vivo; Lithotripsy; Optics; Physics; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00171756,0.0004028474,0.0004970258,0.0002880015,0.0003225521,0.0007186147,0.0002087505,0.00127017,0.007529515],"category_scores_gemma":[0.001270115,0.0001251708,0.0005886829,0.0001280043,0.0007342541,0.001002645,0.0002369577,0.0008275566,0.001361209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985612,"about_ca_system_score_gemma":0.0002423851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002666932,"about_ca_topic_score_gemma":0.0004674051,"domain_scores_codex":[0.9995659,0.0001256391,0.000029515,0.00008060042,0.0001264265,0.00007190469],"domain_scores_gemma":[0.9990878,0.0003722199,0.0002527213,0.00007694331,0.0001360761,0.00007420965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002801747,0.0008244513,0.01074776,0.002057164,0.0003192683,0.001471736,0.0005203143,0.0002929489,0.8552005,0.001745506,0.002367913,0.1216507],"study_design_scores_gemma":[0.0004293196,0.04875446,0.05189202,0.001467817,0.0008733451,0.0145474,0.00407663,0.003590984,0.7798902,0.006194465,0.08813956,0.0001437349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224997,0.04302951,0.0197139,0.0063094,0.001229163,0.0001250469,0.0001664128,0.0001350485,0.006791798],"genre_scores_gemma":[0.9709208,0.01179275,0.008769082,0.002172789,0.0002385552,0.00005049045,0.00008375927,0.00005678862,0.005915015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007529515,"threshold_uncertainty_score":0.0251888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133695028646808,"score_gpt":0.2973509960496928,"score_spread":0.2660140457632247,"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."}}