{"id":"W4308705850","doi":"10.1371/journal.pone.0276791","title":"Who develops pandemic fatigue? Insights from Latent Class Analysis","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of British Columbia","funders":"Canadian Institutes of Health Research; University of Regina","keywords":"Latent class model; Pandemic; Anxiety; Coping (psychology); Medicine; Psychology; Gerontology; Clinical psychology; Psychiatry; Coronavirus disease 2019 (COVID-19); Disease","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":[0.01634466,0.0007669221,0.001089731,0.002945235,0.001863309,0.004750323,0.001320043,0.001333604,0.005206147],"category_scores_gemma":[0.03248229,0.0004815556,0.002649403,0.002493743,0.001622517,0.003370882,0.003437589,0.003076528,0.0005573303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233701,"about_ca_system_score_gemma":0.002091503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01712104,"about_ca_topic_score_gemma":0.0128862,"domain_scores_codex":[0.9895179,0.006149387,0.0004419928,0.001409813,0.0009106853,0.001570304],"domain_scores_gemma":[0.9786025,0.01377676,0.003742449,0.001456789,0.001105328,0.001316168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002683265,0.0003780567,0.9650234,0.00006631881,0.0003175135,0.0001607514,0.004749947,0.0009102546,0.00009083503,0.005626596,0.001982376,0.02042559],"study_design_scores_gemma":[0.00009797957,0.0003152609,0.8277947,0.0003112046,0.000362263,0.0005775106,0.0176714,0.1011543,0.0001449365,0.04749064,0.003932847,0.000146972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629747,0.001769283,0.02076899,0.007742198,0.0001787328,0.0004021362,0.001563047,0.00008929999,0.004511596],"genre_scores_gemma":[0.9966337,0.0002111632,0.00192172,0.0001298417,0.00006950182,0.0001114359,0.0006481304,0.0000135197,0.0002610412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01712104,"threshold_uncertainty_score":0.08643979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2320848090004092,"score_gpt":0.3643420726855434,"score_spread":0.1322572636851342,"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."}}