{"id":"W3135183211","doi":"10.5489/cuaj.7116","title":"Letter to the Editor: An eyes wide open approach to laser eye safety","year":2021,"lang":"en","type":"letter","venue":"Canadian Urological Association Journal","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Optometry; Laser safety; Computer science; Laser; Ophthalmology; Psychology; Medicine; Optics; Physics","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":[0.001785839,0.0007456032,0.001096707,0.0007981517,0.004292514,0.003432601,0.001823617,0.04666057,0.005577232],"category_scores_gemma":[0.02434955,0.00065524,0.001002926,0.0008303433,0.002877538,0.002655099,0.00101925,0.02983889,0.003152196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005679963,"about_ca_system_score_gemma":0.005860716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007893482,"about_ca_topic_score_gemma":0.01439273,"domain_scores_codex":[0.9970666,0.0005885714,0.0003138122,0.0003543874,0.001189348,0.0004873651],"domain_scores_gemma":[0.9910333,0.004196192,0.0006851197,0.0002260873,0.002181381,0.001677963],"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":[0.00004951615,0.00003249808,0.0006834649,0.00007355571,0.00001914925,0.01678086,0.0001900349,0.000111482,0.0001832576,0.002078411,0.9728023,0.006995407],"study_design_scores_gemma":[0.0001614086,0.00009649102,0.001911759,0.000549452,0.00007027956,0.03271756,0.001114769,0.0009797815,0.0004217068,0.009750612,0.9521231,0.0001030804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008051546,0.001988372,0.0001237284,0.9491987,0.04344503,0.00001155145,0.00002244277,0.00002067689,0.004384431],"genre_scores_gemma":[0.01606739,0.002984511,0.0003398029,0.7936658,0.1763519,0.00003266149,0.00002175164,0.00003316591,0.01050293],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04666057,"threshold_uncertainty_score":0.04121125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912783743666959,"score_gpt":0.2892164152174637,"score_spread":0.2600885777807941,"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."}}