{"id":"W4384068130","doi":"10.3390/vision7030049","title":"Impact of the COVID-19 Pandemic on Mental Health among Patients with Chronic Ocular Conditions","year":2023,"lang":"en","type":"article","venue":"Vision","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Centre intégré universitaire de santé et de services sociaux de l'Est-de-l'Île-de-Montréal; Ottawa Hospital; Centre Hospitalier de l’Université de Montréal; University of Ottawa; Université Laval; Université de Montréal","funders":"","keywords":"Medicine; Mental health; Patient Health Questionnaire; Pandemic; Distress; Depression (economics); Coronavirus disease 2019 (COVID-19); Depressive symptoms; Mental distress; Psychiatry; Anxiety; Internal medicine; Clinical psychology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006997779,0.0001271536,0.000195255,0.0005093357,0.000448131,0.0004979455,0.0001284435,0.00025596,0.001235458],"category_scores_gemma":[0.00227837,0.0001155301,0.0003523304,0.0006112858,0.00028265,0.000400113,0.0007122386,0.0004339553,0.0001005415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004582928,"about_ca_system_score_gemma":0.0004826744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007285524,"about_ca_topic_score_gemma":0.01422358,"domain_scores_codex":[0.9993318,0.0002754038,0.00006873239,0.0000483579,0.00009765881,0.000178001],"domain_scores_gemma":[0.9984701,0.000271841,0.000843478,0.00005294193,0.00009697319,0.0002645933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005628188,0.00006957398,0.9974098,0.00001485027,0.00002265027,0.00004943311,0.000193891,0.00001347355,0.0000644457,0.00001118288,0.00010056,0.001993796],"study_design_scores_gemma":[0.000005083543,0.0001490908,0.9990438,0.00001121037,0.00000830113,0.00008188735,0.0005302721,0.00002727196,0.0000163104,0.000005434843,0.0001189117,0.000002442316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990607,0.0001580901,0.00001376849,0.00007143676,0.000003919665,0.00001652693,0.0001859579,6.785954e-7,0.0004888998],"genre_scores_gemma":[0.9996153,0.0001143743,0.00002633855,0.00005462071,0.00000814847,0.00001154832,0.0001145134,2.508187e-7,0.00005487896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007285524,"threshold_uncertainty_score":0.01448625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045630089576971,"score_gpt":0.3636246653097051,"score_spread":0.3431683644139354,"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."}}