{"id":"W4309267518","doi":"10.1186/s41687-022-00526-y","title":"Using patient-reported outcome measures to assess psychological well-being in a non-representative US general population during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Patient-Reported Outcomes","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Patient Health Questionnaire; Pandemic; Mental health; Medicine; Population; Depression (economics); Clinical psychology; Distress; Cross-sectional study; Psychiatry; Demography; Psychology; Gerontology; Coronavirus disease 2019 (COVID-19); Disease; Environmental health; Internal medicine; Depressive symptoms","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":[0.003973104,0.0004148659,0.0003541174,0.001174715,0.0004854371,0.0008910155,0.0004113547,0.0005897456,0.001056519],"category_scores_gemma":[0.007952197,0.0001918163,0.0008222293,0.001172622,0.0003360446,0.0007688298,0.0007366678,0.0009208882,0.000252036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840085,"about_ca_system_score_gemma":0.0005204434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788224,"about_ca_topic_score_gemma":0.005845666,"domain_scores_codex":[0.9975328,0.001324626,0.0003315913,0.0002662493,0.0003616752,0.0001830866],"domain_scores_gemma":[0.9961017,0.0006353525,0.002136206,0.0002074401,0.0005757397,0.0003435074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044859,0.0002355151,0.9943383,0.00005244298,0.0001866702,0.0000181324,0.0001635673,0.00007964937,0.00008863449,0.0000260521,0.0004545408,0.004251914],"study_design_scores_gemma":[0.00002525562,0.0005396139,0.9978787,0.00004335845,0.00005949349,0.00006810127,0.000538254,0.0003068653,0.00007870235,0.00005134414,0.0004011604,0.000009163403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950439,0.0004199563,0.0004943262,0.0002949581,0.00003961099,0.0002655234,0.001990337,0.000009934388,0.001441421],"genre_scores_gemma":[0.9959583,0.0002812334,0.0006187112,0.0002828192,0.00003121316,0.0004937486,0.002116309,0.000002264939,0.0002154224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003973104,"threshold_uncertainty_score":0.02101201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.232201198278039,"score_gpt":0.4875952132351083,"score_spread":0.2553940149570693,"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."}}