{"id":"W4285387837","doi":"10.1186/s12889-022-13765-x","title":"Differences in salient beliefs associated with voluntary exercise training among South Korean firefighters before and after COVID-19","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"National Fire Agency","keywords":"Medicine; Biostatistics; Normative; Pandemic; Turnover; Coronavirus disease 2019 (COVID-19); Public health; Theory of planned behavior; Control (management); Nursing; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003345292,0.0002355093,0.0005010394,0.0003879893,0.002098532,0.00002213707,0.0002056191,0.000120994,0.0007065759],"category_scores_gemma":[0.0002692589,0.0001932982,0.00003588974,0.0007015747,0.0001280585,0.0002712389,0.0001755581,0.001026531,0.00000887978],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155644,"about_ca_system_score_gemma":0.007624706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004887695,"about_ca_topic_score_gemma":0.05128996,"domain_scores_codex":[0.9955522,0.001206594,0.0008220445,0.0004932317,0.000627643,0.001298322],"domain_scores_gemma":[0.997466,0.0004792792,0.0004744722,0.0002537835,0.00006494345,0.001261525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001749672,0.00008516522,0.9203522,0.0005050117,0.00000650454,0.000007272538,0.07569349,0.00001015182,1.213569e-8,0.000113623,0.0009745084,0.002077156],"study_design_scores_gemma":[0.001690407,0.0004107673,0.9764925,0.0002566815,0.000004115902,0.000001459927,0.01676611,0.001292125,9.682726e-9,0.0001153005,0.00278534,0.000185228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888474,0.000234786,0.00007344473,0.008270244,0.000304534,0.001429664,0.0005233689,0.0001212105,0.0001952913],"genre_scores_gemma":[0.9828612,0.00004270316,0.0001854731,0.01441747,0.0001091332,0.001351786,0.0004980605,0.00003268602,0.0005015371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05892738,"threshold_uncertainty_score":0.9992006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0990046030192859,"score_gpt":0.369833640431337,"score_spread":0.2708290374120511,"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."}}