{"id":"W4289261408","doi":"10.1093/ofid/ofac386","title":"Physical, Psychological, and Cognitive Profile of Post-COVID Conditions in Healthcare Workers, Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; BC Centre for Disease Control; Université de Montréal; Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec; Montreal Clinical Research Institute","funders":"Ministère de la Santé et des Services sociaux","keywords":"Medicine; Cognition; Distress; Health care; Depression (economics); Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008642297,0.0001788404,0.000437444,0.0001272449,0.000341615,0.00004147967,0.0001646702,0.00003492519,0.0005583954],"category_scores_gemma":[0.0005938153,0.0001670477,0.00007415256,0.0003834005,0.0001743542,0.0001647011,0.0003603624,0.000255146,0.000004124392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105784,"about_ca_system_score_gemma":0.001778215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7029911,"about_ca_topic_score_gemma":0.7322053,"domain_scores_codex":[0.998502,0.0002368385,0.0002365482,0.0003987318,0.0003006427,0.0003252189],"domain_scores_gemma":[0.9985025,0.0006219143,0.0001482484,0.000248833,0.0001147074,0.0003638295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008115832,0.001584459,0.9685254,0.0003129843,0.00009822923,0.000262562,0.000145541,0.00002465026,0.0001421857,0.0007149017,0.02617386,0.001203694],"study_design_scores_gemma":[0.005317231,0.002207261,0.9865381,0.0002581592,0.0002083343,0.00008071266,0.002227986,0.00004052303,0.00008717417,0.00158641,0.001133113,0.000315001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795401,0.0003492947,0.000002377688,0.0143056,0.0001141523,0.002540932,0.001504346,0.00004602061,0.001597186],"genre_scores_gemma":[0.9859564,0.000009185409,0.000005392269,0.01209741,0.00002521445,0.000960626,0.0006583295,0.00002342833,0.0002640093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02921419,"threshold_uncertainty_score":0.6812007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127258737849692,"score_gpt":0.3314963732575374,"score_spread":0.3202237858790405,"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."}}