{"id":"W1892561333","doi":"10.1017/s1049023x00002818","title":"Blackout 2003: Preparedness and Lessons Learned from the Perspectives of Four Hospitals","year":2005,"lang":"en","type":"review","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackout; Preparedness; Medical emergency; Medicine; Aeronautics; Engineering; Psychology; Political 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006937962,0.0005474048,0.001802929,0.0001158112,0.0002983262,0.00002103592,0.0003957009,0.0002696344,0.0005474633],"category_scores_gemma":[0.0005481069,0.0002916748,0.0001381149,0.0002716986,0.0006604777,0.0001588359,0.0007404958,0.0005931151,0.00005896263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007299822,"about_ca_system_score_gemma":0.0002128917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003203122,"about_ca_topic_score_gemma":0.00008458225,"domain_scores_codex":[0.9966597,0.0007505447,0.0009921691,0.0007432663,0.0003809986,0.0004733252],"domain_scores_gemma":[0.9972947,0.0009684751,0.0006525794,0.0007169147,0.0001492441,0.0002180414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006473579,0.00007041194,0.0001132407,0.004533344,0.0003733795,0.000007602934,0.2079554,3.257106e-8,3.060041e-7,0.001818286,0.009774338,0.7752889],"study_design_scores_gemma":[0.0008315326,0.0002336988,0.0003946099,0.01592977,0.00106799,0.000002638976,0.1594921,0.000002504899,1.406045e-8,0.0005934318,0.8211778,0.0002738715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004805397,0.9753355,0.00005896393,0.002864252,0.000505205,0.002345096,0.0002238564,0.00004794673,0.01381376],"genre_scores_gemma":[0.001971894,0.9846361,0.00004419533,0.0003352309,0.0009238014,0.0003727597,0.00012401,0.00006101296,0.01153097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8114035,"threshold_uncertainty_score":0.9999536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620267223417131,"score_gpt":0.4566539772554847,"score_spread":0.2946272549137715,"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."}}