{"id":"W3209850457","doi":"10.1136/oem-2021-epi.34","title":"O-168 COVID-19 infection and mental wellness in a Canadian cohort study of healthcare workers","year":2021,"lang":"en","type":"article","venue":"Oral Presentations","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Health care; Personal protective equipment; Cohort; Pandemic; Odds ratio; Infection control; Family medicine; Cohort study; Mental health; Coronavirus disease 2019 (COVID-19); Internal medicine; Psychiatry; Surgery; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008390261,0.0005460409,0.0004444579,0.001015155,0.003230039,0.001168418,0.001060486,0.0006745308,0.002159205],"category_scores_gemma":[0.001086642,0.0005956911,0.0008549701,0.002485365,0.0005751983,0.0003875903,0.0007301501,0.0008800582,0.0003113968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01057102,"about_ca_system_score_gemma":0.01358713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985322,"about_ca_topic_score_gemma":0.9872059,"domain_scores_codex":[0.9993172,0.00004705611,0.00003324961,0.0001422487,0.0001941471,0.0002661721],"domain_scores_gemma":[0.9990923,0.00003804333,0.0001533032,0.00006254556,0.0003435941,0.0003101956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108757,0.00005840612,0.9966866,0.00002424314,0.00005795519,0.00006767381,0.0004716091,0.00002970729,0.0002599051,0.00004003489,0.0008710756,0.001322024],"study_design_scores_gemma":[0.0000103846,0.00003335842,0.9988475,0.00001840534,0.00002287591,0.00003217627,0.0005256716,0.00009652479,0.00002354304,0.000009295061,0.0003732749,0.00000697515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938142,0.0004402743,0.00008558034,0.0002473029,0.00002046034,0.0001033228,0.003864275,0.000005711793,0.001418815],"genre_scores_gemma":[0.9967477,0.000369333,0.0001703052,0.0001768283,0.000008795364,0.00005156324,0.001611232,0.000003731697,0.0008605105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014678,"threshold_uncertainty_score":0.07669848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08499359116289879,"score_gpt":0.4731450600417303,"score_spread":0.3881514688788315,"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."}}