{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001980114,0.0004243612,0.0005880388,0.0008212282,0.001797068,0.0012087,0.001046866,0.0008562718,0.00181412],"category_scores_gemma":[0.004313805,0.000287475,0.001404011,0.00184883,0.0007066063,0.0009292127,0.001626749,0.001367346,0.0004574825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007388505,"about_ca_system_score_gemma":0.007125102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5584615,"about_ca_topic_score_gemma":0.6651441,"domain_scores_codex":[0.998806,0.0001876211,0.0001712957,0.0001455082,0.0003302706,0.0003591915],"domain_scores_gemma":[0.9955066,0.0002557019,0.001674564,0.000305624,0.0009307474,0.001326648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001097017,0.0003307261,0.9934698,0.00006555996,0.0002389951,0.00005737453,0.0004135101,0.00005180031,0.00009918149,0.00005240322,0.001204289,0.002919216],"study_design_scores_gemma":[0.0001155764,0.0003626256,0.9984163,0.0000300774,0.00006583206,0.00002629258,0.0003157493,0.00004157955,0.00002203031,0.00001598574,0.0005783376,0.000009616808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919462,0.0004961787,0.00005746053,0.0003574121,0.00002073922,0.0002239815,0.004830266,0.000005374604,0.002062553],"genre_scores_gemma":[0.9937788,0.0002420299,0.0001373941,0.0003360448,0.00003032267,0.0001704908,0.004115077,0.000004258449,0.001185518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5584615,"threshold_uncertainty_score":0.8882776,"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."}}