{"id":"W3208906764","doi":"10.3233/wor-210525","title":"How anxious were Quebec healthcare professionals during the first wave of the COVID-19 pandemic? A web-based cross-sectional survey","year":2021,"lang":"en","type":"article","venue":"Work","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières; Université Laval","funders":"Canadian Institutes of Health Research; Université Laval","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Cross-sectional study; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Web survey; Medicine; Family medicine; Virology; Political science; World Wide Web; Computer science; Disease; Outbreak","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":[0.001011974,0.0001707038,0.0002323538,0.00004135742,0.0008529185,0.00004990097,0.0002830444,0.000206466,0.0006203719],"category_scores_gemma":[0.0003431047,0.0001076371,0.0001648291,0.0005500074,0.0002061461,0.00003459244,0.0001350276,0.0004875732,0.00002119854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008111203,"about_ca_system_score_gemma":0.00337177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01371686,"about_ca_topic_score_gemma":0.1764191,"domain_scores_codex":[0.9975053,0.0009173446,0.0003543337,0.0004330546,0.0003718711,0.0004181045],"domain_scores_gemma":[0.997468,0.001282477,0.0002415654,0.0006919436,0.0001332207,0.0001827995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003922691,0.0001585561,0.9927459,0.0002509147,0.00002841764,0.00001683225,0.001101534,0.00002472545,0.00002978386,0.0002511598,0.004713518,0.0002864226],"study_design_scores_gemma":[0.001200983,0.00002456084,0.9366865,0.00007215855,0.000004350546,0.00003487562,0.0004872363,0.000003896469,0.00004696432,0.00006653068,0.06126326,0.0001086499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967684,0.001378795,0.00002724902,0.02777698,0.002121777,0.0005626932,0.0002408377,0.00006045936,0.0001471554],"genre_scores_gemma":[0.9667464,0.00001556348,0.00001009191,0.01389392,0.0002186796,0.0001146008,0.00005886792,0.00002356265,0.01891832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1627022,"threshold_uncertainty_score":0.9928509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117509772380066,"score_gpt":0.4221905058439753,"score_spread":0.3046807334639093,"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."}}