{"id":"W2507183589","doi":"10.1542/peds.2016-1188","title":"Retinal Injury Secondary to Laser Pointers in Pediatric Patients","year":2016,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Laser pointer; Medicine; Retinal pigment epithelium; Optometry; Foveal; Ophthalmology; Metamorphopsia; Optical coherence tomography; Retinal; Visual acuity; Laser; Optics","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":[0.0004808474,0.0001115951,0.0001643414,0.0005855358,0.00003436339,0.00001770065,0.000172168,0.00007146828,0.0003178116],"category_scores_gemma":[0.000708572,0.00007459096,0.00006755564,0.001006398,0.00002855204,0.0001428097,0.0001295812,0.0002022701,0.0006364365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333534,"about_ca_system_score_gemma":0.0002586529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002016527,"about_ca_topic_score_gemma":0.00001670089,"domain_scores_codex":[0.9983507,0.0000454871,0.0002427451,0.0003204542,0.0005836049,0.000457002],"domain_scores_gemma":[0.9990831,0.00009763781,0.00003599974,0.0002652949,0.0001375922,0.0003803706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000146539,0.0001308901,0.9644459,0.0000527014,0.00000130292,0.00003334484,0.00008447644,3.138998e-7,0.00005146047,0.000004799228,0.01243464,0.02261366],"study_design_scores_gemma":[0.001690684,0.0007121565,0.9913292,0.00001977994,0.00002574188,0.000002982731,0.00002530578,0.000008501018,0.0004472299,0.00005330493,0.005514594,0.00017053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938591,0.00007912864,0.0001279197,0.002112704,0.0002493618,0.0002904109,0.00002487331,0.00002930412,0.003227258],"genre_scores_gemma":[0.9971426,0.0002054036,0.0003156329,0.0005502945,0.0004633041,0.0000132341,0.000005561637,0.0000159788,0.001288024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02688332,"threshold_uncertainty_score":0.8180316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010442818664724,"score_gpt":0.2848670959292904,"score_spread":0.2747626677426432,"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."}}