{"id":"W4417133803","doi":"10.1371/journal.pclm.0000748","title":"“Heat is a danger to my health even though I said I am used to it”: Qualitative insights of workplace heat among community health workers and health promoters in Kenya","year":2025,"lang":"en","type":"article","venue":"PLOS Climate","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"German Academic Exchange Service","keywords":"Extreme weather; Thematic analysis; Psychological resilience; Health care; Work (physics); Qualitative research; Occupational safety and health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00318349,0.0003844818,0.001039971,0.0003366696,0.0006461947,0.00005271902,0.0003802045,0.0001151589,0.0001072895],"category_scores_gemma":[0.000121279,0.0003635771,0.00006408698,0.001477566,0.0001985002,0.0002955695,0.0006219314,0.0005920081,0.00006501527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946976,"about_ca_system_score_gemma":0.0002061902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04558763,"about_ca_topic_score_gemma":0.1082359,"domain_scores_codex":[0.9948685,0.001524198,0.001108883,0.0006185632,0.0005005602,0.001379294],"domain_scores_gemma":[0.9975606,0.0004366737,0.0001957776,0.0007100097,0.00002359313,0.001073379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003983193,0.0009055955,0.2274749,0.00238634,0.00003221888,0.000004402409,0.7316494,0.0001796564,0.0004441995,0.00002466907,0.03125393,0.005246306],"study_design_scores_gemma":[0.002920988,0.00361469,0.846005,0.01022744,0.00002277874,0.000003554053,0.1312172,0.0007266482,0.0009445644,0.0005127982,0.002929722,0.0008745556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013016,0.0004405961,0.00005232637,0.09447293,0.0001071165,0.002659733,0.0001518784,0.00006063536,0.0007532064],"genre_scores_gemma":[0.9552867,0.0009191452,0.001687069,0.04168419,0.00002208067,0.0001590252,0.00005182573,0.00004535868,0.0001446338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6185301,"threshold_uncertainty_score":0.9998816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214103942132391,"score_gpt":0.4057654698177399,"score_spread":0.2843550756045008,"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."}}