{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009942112,0.00007371631,0.0001279637,0.00008272756,0.0001863251,0.000004547767,0.00004891548,0.00002752532,0.0002628913],"category_scores_gemma":[0.0000502488,0.00003794009,0.00009758994,0.0003241395,0.00009828134,0.00003080529,0.00002638889,0.0001035184,0.00004301568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352954,"about_ca_system_score_gemma":0.000308362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000250849,"about_ca_topic_score_gemma":0.00006589662,"domain_scores_codex":[0.9993005,0.00003829594,0.0001354031,0.0001246824,0.0002594969,0.0001416088],"domain_scores_gemma":[0.9994792,0.00004807513,0.00008331927,0.0002114114,0.00003209967,0.0001458918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008234443,0.0001504698,0.9848399,0.00004680416,0.00003941657,0.00000231453,0.000189882,0.0001936589,0.0003943973,0.00005673705,0.01321695,0.0007871307],"study_design_scores_gemma":[0.001568049,0.002600366,0.9945102,0.0002114718,0.00001837038,0.000005780974,0.00002766715,0.0002375908,0.00001665851,0.00005637455,0.0007063021,0.00004110926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99731,0.00001684866,0.00001454129,0.001646606,0.00005541657,0.0005136447,0.0001753714,0.00004549299,0.0002220884],"genre_scores_gemma":[0.9988912,0.00003492007,0.000005786386,0.000317632,0.00002213247,0.00001055586,0.000421759,0.00000878285,0.0002872538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01251064,"threshold_uncertainty_score":0.2878475,"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."}}