{"id":"W7129194282","doi":"10.7870/cjcmh-2025-016","title":"Health Anxiety in Medically Vulnerable Canadians During Covid-19","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Anxiety; Descriptive statistics; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Pandemic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007854795,0.0002840813,0.0003932246,0.001373717,0.004226718,0.001386214,0.001058756,0.0004789926,0.002106414],"category_scores_gemma":[0.002882839,0.0003115563,0.0005624032,0.002615108,0.0007583491,0.0004880162,0.001536173,0.001409713,0.0001572958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02750592,"about_ca_system_score_gemma":0.0247219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908736,"about_ca_topic_score_gemma":0.9958936,"domain_scores_codex":[0.9988925,0.00006921329,0.00004918866,0.00009211745,0.0003377737,0.0005592006],"domain_scores_gemma":[0.9979472,0.00007850849,0.0005270477,0.0000344822,0.0006304254,0.0007824572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009239803,0.00009127421,0.9846449,0.00007046771,0.00004356864,0.0001089884,0.003735332,0.00004426053,0.0001308875,0.0001235038,0.003236171,0.00767822],"study_design_scores_gemma":[0.000003472331,0.00001848396,0.9963315,0.00005073905,0.000009741256,0.00003289323,0.002855663,0.00005406642,0.00001744694,0.00001505607,0.0006014188,0.000009575544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909287,0.0007507077,0.00005400847,0.001074796,0.00003230186,0.0001115432,0.003806463,0.00001067698,0.003230936],"genre_scores_gemma":[0.9969169,0.0004827723,0.0001181346,0.0003368302,0.00001609927,0.00003743089,0.001432771,0.000003762263,0.0006553799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02750592,"threshold_uncertainty_score":0.1995704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05623675447959421,"score_gpt":0.4252522827662428,"score_spread":0.3690155282866486,"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."}}