{"id":"W4413252658","doi":"10.3390/ijerph22081236","title":"Psychosocial Impact of the COVID-19 Pandemic Among Omanis with Multiple Sclerosis: Single Tertiary Center Experience","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Psychosocial; Medicine; Pandemic; Mental health; Coronavirus disease 2019 (COVID-19); Multiple sclerosis; Cross-sectional study; Expanded Disability Status Scale; Psychological resilience; Disease; Psychiatry; Psychology; Internal medicine; Infectious disease (medical specialty)","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":[0.0003151417,0.0002070108,0.000341271,0.0003489321,0.001838724,0.0006295159,0.0002437482,0.0004364771,0.00278257],"category_scores_gemma":[0.000934895,0.0001753729,0.0001588537,0.000528457,0.0004216054,0.0004980979,0.001238646,0.0005512648,0.0001991125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006963206,"about_ca_system_score_gemma":0.001008465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005988738,"about_ca_topic_score_gemma":0.01668832,"domain_scores_codex":[0.9997153,0.00006501275,0.00002458321,0.00002583815,0.00004025739,0.0001290386],"domain_scores_gemma":[0.9993734,0.00007968305,0.0002112256,0.00001483522,0.00004377591,0.0002772119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009085849,0.0003691495,0.9735441,0.0001054313,0.00002671158,0.005616222,0.01132831,0.00003792222,0.0007008527,0.00005969241,0.0009035744,0.007217202],"study_design_scores_gemma":[0.00001770169,0.0006428743,0.9429688,0.0001231674,0.00002328613,0.008163411,0.04638658,0.0001283787,0.0001530493,0.00006995542,0.001306292,0.00001645736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993394,0.0001118512,0.00001221898,0.0001691698,0.000007941365,0.00001034163,0.00003116482,0.000001119436,0.0003168267],"genre_scores_gemma":[0.9994504,0.0001809712,0.00002098212,0.00015479,0.00002110197,0.00001037184,0.00003179093,6.807609e-7,0.0001289656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005988738,"threshold_uncertainty_score":0.01190776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644387544296426,"score_gpt":0.4370906494544393,"score_spread":0.2726518950247967,"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."}}