{"id":"W7062969724","doi":"","title":"Wellness Study: Functional Visual Outcomes in Eye Disease Patients following the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Disease; Population; Eye care; Eye disease; Visual impairment; Visual acuity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004644666,0.0002239887,0.0002171887,0.000233569,0.0008781258,0.000111265,0.0005172116,0.00002288271,0.000209543],"category_scores_gemma":[0.000014478,0.0002092596,0.0001417976,0.0005130594,0.00003904822,0.0007203793,0.0005399119,0.000488875,0.00005806026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239912,"about_ca_system_score_gemma":0.0002015599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001903965,"about_ca_topic_score_gemma":0.0002530805,"domain_scores_codex":[0.9980838,0.0004000583,0.0002268705,0.0003978207,0.0005146058,0.0003768995],"domain_scores_gemma":[0.9992196,0.0001216555,0.0001203979,0.0002685998,0.00002447886,0.0002452956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001900004,0.0005176074,0.9976024,0.000005346441,0.00008873561,0.00004361415,0.000758418,0.0004558846,0.00001335204,0.00001477891,5.132745e-7,0.0003093684],"study_design_scores_gemma":[0.002624221,0.00006878492,0.9943075,0.000005366752,0.0000538432,1.831152e-7,0.001372543,0.000003151731,0.00001514581,0.00005903156,0.001216984,0.0002732172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986898,0.000008130652,0.0001015475,0.0001140255,0.0004555936,0.0004958471,0.00004535352,0.00005883768,0.0000308526],"genre_scores_gemma":[0.997815,4.481717e-7,5.974876e-7,0.0002806576,0.00004310198,0.00002127117,0.00006580244,0.00001969926,0.001753413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003294854,"threshold_uncertainty_score":0.8533359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08749596893136695,"score_gpt":0.3342723178524746,"score_spread":0.2467763489211077,"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."}}