{"id":"W3114787146","doi":"10.1016/j.jcjo.2020.12.009","title":"Data reporting in ophthalmology during COVID-19 pandemic: need for a Canadian registry","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Université de Montréal; University of Alberta; University of Toronto; Université Laval","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Optometry; Medicine; Ophthalmology; Virology; Infectious disease (medical specialty); Outbreak; Pathology; Disease","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009073944,0.0001709363,0.0006433197,0.0005411805,0.0002137153,0.00002362984,0.000491461,0.0002424409,0.001408778],"category_scores_gemma":[0.01341345,0.0001696659,0.0001317516,0.0003510925,0.0001850887,0.0001156129,0.0000376107,0.0005932642,0.000007359773],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006353194,"about_ca_system_score_gemma":0.01268012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1583318,"about_ca_topic_score_gemma":0.06107714,"domain_scores_codex":[0.9974562,0.00008217266,0.00132896,0.000352597,0.0001074148,0.0006726402],"domain_scores_gemma":[0.994596,0.0001972892,0.0009143717,0.0004317041,0.0001964495,0.003664181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001746455,0.00001107054,0.7162523,0.0001510839,0.00007033809,0.2804199,0.0003987397,0.00006621295,0.0003213809,0.00008358428,0.002006319,0.00004437525],"study_design_scores_gemma":[0.001606352,0.0004599768,0.1612566,0.00007288489,0.0000785978,0.827783,0.0008917088,0.0001628065,0.00001319264,0.0004225225,0.00709001,0.0001623093],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968762,0.0004381771,0.00003696166,0.0235081,0.0003167966,0.000334872,0.0002904407,0.000005156302,0.006307512],"genre_scores_gemma":[0.9967971,0.000003475199,0.00107299,0.0009123307,0.0004196383,0.000009203629,0.0001421973,0.00002677263,0.0006162825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5549957,"threshold_uncertainty_score":0.9995041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2166046017676955,"score_gpt":0.3882208622206171,"score_spread":0.1716162604529216,"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."}}