{"id":"W3083906475","doi":"10.5489/cuaj.6941","title":"Canadian Urological Association Best Practice Report: Holmium: YAG laser eye safety","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia; University of Toronto; McMaster University; University of Ottawa; McGill University; University of Calgary; University of Alberta; Université de Montréal","funders":"","keywords":"Association (psychology); Optometry; Holmium; Medicine; Laser; Ophthalmology; Psychology; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002776394,0.0002895276,0.0005896488,0.000227848,0.0007626726,0.0002235243,0.0001910206,0.0009685599,0.00315839],"category_scores_gemma":[0.02865709,0.0002546162,0.0003438695,0.0005351998,0.00003583138,0.000345065,0.00002116499,0.002164291,0.0008215408],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005239919,"about_ca_system_score_gemma":0.003100618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03676963,"about_ca_topic_score_gemma":0.02116347,"domain_scores_codex":[0.9957477,0.0007868627,0.0008798099,0.0004675792,0.0008963735,0.001221604],"domain_scores_gemma":[0.9937093,0.0007094759,0.0008635297,0.000191003,0.001081039,0.003445697],"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":[0.000272364,0.0001128041,0.8847592,0.000007335886,0.0004305891,0.00999462,0.000293501,0.0001326619,0.00006596956,0.0002547005,0.1022944,0.001381855],"study_design_scores_gemma":[0.0006707181,0.0004519051,0.233951,0.00001018708,0.0002792173,0.001091583,0.0001547412,0.00012752,0.0000219355,0.00009866187,0.762897,0.0002454864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2808942,0.000262979,0.00008438405,0.6873319,0.001030598,0.0003756156,0.0001280016,0.00008160564,0.02981075],"genre_scores_gemma":[0.899281,0.0001536912,0.000288198,0.09473038,0.002130733,0.000008738589,0.0001541336,0.00002791664,0.003225266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6606026,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417778789752852,"score_gpt":0.2445651941519153,"score_spread":0.2303874062543868,"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."}}