{"id":"W4395466713","doi":"10.1001/jamanetworkopen.2024.8481","title":"Psychiatric Symptoms, Treatment Uptake, and Barriers to Mental Health Care Among US Adults With Post–COVID-19 Condition","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Ministry of Health, British Columbia; Michael Smith Health Research BC; St. Paul's Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health care; Psychiatry; Medicine; Psychology; Virology; Internal medicine; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008367905,0.0001680067,0.0002268192,0.0005638185,0.0003951888,0.0005741133,0.0002869465,0.0003798653,0.002120494],"category_scores_gemma":[0.004334847,0.0001746983,0.0004989963,0.0009898578,0.000265094,0.0006496515,0.0006344062,0.0007070713,0.0001392478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000623818,"about_ca_system_score_gemma":0.0006307603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02713904,"about_ca_topic_score_gemma":0.04030528,"domain_scores_codex":[0.9991046,0.0002544035,0.0001471508,0.000117027,0.0002010313,0.0001758663],"domain_scores_gemma":[0.9981736,0.0002585344,0.00110419,0.00005313579,0.0001949846,0.0002154207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001783914,0.00002490371,0.9977716,0.00001836164,0.00002947674,0.00001674279,0.00009472673,0.00002015447,0.00001994485,0.00001441085,0.0002403103,0.001731654],"study_design_scores_gemma":[0.000002620018,0.00002513681,0.9992507,0.00002958899,0.0000125203,0.0000573702,0.0003617275,0.0001172463,0.00001240248,0.0000150336,0.0001134645,0.000002044742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966171,0.0005624229,0.0000782217,0.0005262502,0.00001196177,0.00003203964,0.001171356,0.000004034239,0.0009965395],"genre_scores_gemma":[0.9990709,0.0001951699,0.00006098344,0.00009871638,0.00001127337,0.00002219506,0.0004661722,0.000001010669,0.00007356267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02713904,"threshold_uncertainty_score":0.05396217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006942051795432625,"score_gpt":0.3071709466187654,"score_spread":0.3002288948233328,"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."}}