{"id":"W4392769888","doi":"10.1080/14427591.2024.2320730","title":"Perceived stress and occupation-based coping strategies during the first wave of the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Coping (psychology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Stress (linguistics); Clinical psychology; Virology; Medicine; Disease; Infectious disease (medical specialty); Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009238551,0.00007570003,0.0001010563,0.0001401397,0.00049958,0.00009373836,0.0002970602,0.00003089445,0.0001392619],"category_scores_gemma":[0.0001910732,0.00004103811,0.0000619139,0.0004566573,0.0005705389,0.0002550418,0.00004449592,0.0001915921,0.000001896398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004035888,"about_ca_system_score_gemma":0.003200723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003053451,"about_ca_topic_score_gemma":0.0003516546,"domain_scores_codex":[0.9987394,0.00006726001,0.0003359239,0.0001521655,0.0005441027,0.0001611959],"domain_scores_gemma":[0.9987235,0.0006751706,0.0002308498,0.0001351323,0.0001301447,0.0001051699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002759034,0.00006282637,0.9806583,0.0003531548,0.00002168986,0.0000151435,0.007498293,0.003007666,0.001849206,0.005226575,0.0003452065,0.0006860179],"study_design_scores_gemma":[0.0003142567,0.00006337125,0.9954965,0.000139293,0.00001264684,0.00009786098,0.001375246,0.0008247385,0.0000834456,0.0003063262,0.001236843,0.00004951736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954933,0.0004151813,0.0008835156,0.002179895,0.0006729532,0.0001379727,0.00003269611,0.000008651662,0.0001758468],"genre_scores_gemma":[0.9988225,0.00002401755,0.00006036365,0.0009339876,0.0001058017,0.000003840044,6.579609e-7,0.000003612546,0.00004520888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01483814,"threshold_uncertainty_score":0.5677945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238329657715979,"score_gpt":0.4515331761835484,"score_spread":0.3277002104119505,"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."}}