{"id":"W4405105225","doi":"10.1016/j.ijdrr.2024.105066","title":"Urban heat stress and perceived health impacts in major cities of Bangladesh","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Heat stress; Environmental health; Urban heat island; Occupational safety and health; Stress (linguistics); Business; Environmental science; Geography; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002378252,0.0002977872,0.0002517171,0.0005047703,0.001060017,0.0009010453,0.0003106312,0.0004292484,0.002338222],"category_scores_gemma":[0.0009906768,0.0002693877,0.0004243102,0.00133793,0.0006051236,0.0004434327,0.0007966837,0.000702784,0.000338089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586458,"about_ca_system_score_gemma":0.0009184097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09185627,"about_ca_topic_score_gemma":0.135083,"domain_scores_codex":[0.9997439,0.0000625357,0.00002723395,0.00003255159,0.00002634852,0.0001073597],"domain_scores_gemma":[0.9991907,0.000118777,0.0002438653,0.0000284797,0.0001180602,0.0003001867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002376,0.00006686874,0.9955229,0.0000181663,0.00004887111,0.00009607268,0.002556608,0.00009342576,0.0002114554,0.00006374177,0.0001954272,0.001026218],"study_design_scores_gemma":[0.000003948476,0.00005382969,0.9901015,0.000007689161,0.00001307437,0.00003497144,0.009446122,0.0000784014,0.000029774,0.00002974164,0.0001923717,0.000008593715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989524,0.00004519606,0.00001656596,0.0001085246,0.000003665711,0.000005613174,0.0002646254,0.000001003536,0.0006024599],"genre_scores_gemma":[0.9997349,0.00003352795,0.000006828305,0.00001301864,0.000001992239,0.000005705127,0.00008739321,3.938584e-7,0.0001161303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09185627,"threshold_uncertainty_score":0.1826432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151866760915636,"score_gpt":0.3153207887878162,"score_spread":0.2938021211786598,"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."}}