{"id":"W2613614250","doi":"10.1289/ehp2154","title":"Health Impacts of Citywide and Localized Power Outages in New York City","year":2018,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New York State Energy Research and Development Authority; New York City Department of Health and Mental Hygiene","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003686231,0.000161754,0.0003898395,0.00008135918,0.00006382677,0.000007511043,0.00008639227,0.00005809035,0.0001113663],"category_scores_gemma":[0.00002266243,0.0001599004,0.00003876291,0.00009910729,0.0002648286,0.0001022777,0.00004007955,0.0001607103,0.00001374665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006856789,"about_ca_system_score_gemma":0.00008197058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340798,"about_ca_topic_score_gemma":0.001254394,"domain_scores_codex":[0.9987351,0.0000844579,0.0003618164,0.0002647284,0.0001458559,0.0004080305],"domain_scores_gemma":[0.9993863,0.00004197528,0.00008037024,0.0002142854,0.000003043603,0.000274025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006765396,0.001942187,0.370921,0.002858351,0.0002506671,0.00001734173,0.548152,0.0004199097,0.005204585,0.004353843,0.02527513,0.03992844],"study_design_scores_gemma":[0.002314028,0.001701426,0.9481799,0.0006192756,0.000004141035,0.00002761811,0.02850149,0.000496364,0.001386223,0.000733693,0.01556142,0.0004743922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759242,0.01849292,0.00231885,0.001552226,0.0002296797,0.0005077358,0.00004739983,0.00007966738,0.0008473177],"genre_scores_gemma":[0.9974307,0.001285148,0.0009220777,0.000199078,0.00004779727,0.000004151585,0.000002009749,0.00001947716,0.00008959993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5772589,"threshold_uncertainty_score":0.6520549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009987850225915518,"score_gpt":0.2541523793409531,"score_spread":0.2441645291150376,"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."}}