{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005111007,0.0003569409,0.0002416642,0.0007727351,0.001783809,0.0006251155,0.000652768,0.0003997297,0.001753143],"category_scores_gemma":[0.001004063,0.0001995548,0.0002338781,0.001313172,0.0006726944,0.0002251728,0.0004229719,0.0004628859,0.0001726497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008998682,"about_ca_system_score_gemma":0.007301962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9733608,"about_ca_topic_score_gemma":0.9804168,"domain_scores_codex":[0.9995664,0.00004249205,0.00002690527,0.00006840336,0.0001217762,0.0001740216],"domain_scores_gemma":[0.9986849,0.00007673571,0.0003299205,0.00003070782,0.0005135979,0.0003641423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002809441,0.00002834294,0.9980399,0.00001407443,0.00001136774,0.00004563988,0.0001792571,0.00002546692,0.0001206469,0.000008321493,0.0003118007,0.001187028],"study_design_scores_gemma":[0.000002365867,0.00002440582,0.9994764,0.000009123375,0.0000035503,0.00002916586,0.0002697086,0.00004744988,0.00001381744,0.000003102228,0.0001189787,0.000001843202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961105,0.0005636155,0.00007050215,0.0001735353,0.0000106066,0.00004278737,0.002022553,0.00000493494,0.001000979],"genre_scores_gemma":[0.998519,0.0002017198,0.00007150616,0.00007879568,0.000005344021,0.00001154679,0.0006533133,0.000001092186,0.0004576942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02663922,"threshold_uncertainty_score":0.06529027,"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."}}