{"id":"W4210847215","doi":"10.1097/ijg.0000000000001997","title":"COVID-19 and the Rationale for Primary Selective Laser Trabeculoplasty and Diode Laser Transscleral Cyclophotocoagulation in Africa","year":2022,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McMaster University; Hôpital du Saint-Sacrement; Université de Montréal","funders":"","keywords":"Medicine; Ophthalmology; Laser; Coronavirus disease 2019 (COVID-19); Glaucoma; Intraocular pressure; Optometry; Optics; Internal medicine","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":[0.0006645079,0.0000963763,0.0002801159,0.000131537,0.000202527,0.00001485586,0.00005148671,0.00003560711,0.00004671642],"category_scores_gemma":[0.0001733648,0.00006360652,0.00009817909,0.0001671561,0.0001058324,0.00008593625,0.00001835975,0.0002715648,1.402877e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375352,"about_ca_system_score_gemma":0.0002879413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001860414,"about_ca_topic_score_gemma":0.00004750679,"domain_scores_codex":[0.9989993,0.0001556815,0.0003228284,0.0001132841,0.0002682131,0.0001406975],"domain_scores_gemma":[0.9991917,0.0003932263,0.0001588942,0.00005541995,0.0000657043,0.0001350702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03593985,0.0008051749,0.9201365,0.0005111954,0.0003256423,0.000181465,0.02070111,0.00009706068,0.004917692,0.0009187,0.01290979,0.002555852],"study_design_scores_gemma":[0.01772108,0.0008171929,0.9562536,0.00002486202,0.0001343494,0.0010354,0.001740856,0.00108539,0.0001202861,0.002668125,0.01829798,0.0001009047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866596,0.0005864234,0.0004028222,0.01088631,0.00006294466,0.001035475,0.00001365076,0.000005036672,0.0003477404],"genre_scores_gemma":[0.9975126,0.00007129732,0.0004398903,0.001545253,0.00005958967,0.0001044558,0.000009587849,0.00001116904,0.0002461529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0361171,"threshold_uncertainty_score":0.2593798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354353431929191,"score_gpt":0.2517577351777812,"score_spread":0.2382142008584893,"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."}}