{"id":"W4392618928","doi":"10.1002/ajim.23576","title":"“Breaking down in tears, soaked in sweat, and sick from the heat”: Media‐based composite narratives of first responders working during the 2021 Heat Dome","year":2024,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Provincial Health Services Authority; University of Ottawa; Health Canada","funders":"","keywords":"Medicine; Burnout; Narrative; Workforce; Occupational safety and health; Medical emergency; Law; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01045134,0.0009924127,0.0006472921,0.004765762,0.009070723,0.007687244,0.001521569,0.001820127,0.001570225],"category_scores_gemma":[0.02290882,0.0005074962,0.0004672156,0.0048081,0.009073784,0.006114647,0.005003177,0.002915958,0.0002223487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01569575,"about_ca_system_score_gemma":0.01757036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2676106,"about_ca_topic_score_gemma":0.4536683,"domain_scores_codex":[0.9957027,0.002502766,0.0002647227,0.0002624603,0.0006943779,0.0005730233],"domain_scores_gemma":[0.9746898,0.0179069,0.003096227,0.0003912792,0.002657213,0.001258729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005964936,0.000008310581,0.005950747,0.0008187421,0.00002128629,0.0007586833,0.9853202,0.00003541926,0.0003241319,0.0008587035,0.001616915,0.004227136],"study_design_scores_gemma":[0.000002443571,0.00001139751,0.004545167,0.0008233383,0.0000193802,0.0001435303,0.9814259,0.00003722429,0.0001817311,0.0001583402,0.01263202,0.00001948505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621801,0.01117633,0.001009829,0.01080214,0.0002738184,0.0001767557,0.001293396,0.00001943876,0.01306835],"genre_scores_gemma":[0.9854681,0.009176995,0.0007960984,0.001986136,0.00009689173,0.0001380535,0.0003489252,0.00003384343,0.001954897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2676106,"threshold_uncertainty_score":0.5321059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05330763497581019,"score_gpt":0.3005258757229923,"score_spread":0.2472182407471821,"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."}}