{"id":"W2316360978","doi":"10.1017/dmp.2014.73","title":"Breakout Session 5 Summary: Development of Evidence-Based Technical Guidance and Education/ Training Programs for the Advancement of Health and Disaster Risk Management Capabilities","year":2014,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Breakout; Session (web analytics); Training (meteorology); Risk analysis (engineering); Medical emergency; Medical education; Business; Medicine; Geography","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":[0.01448239,0.002558015,0.002353583,0.001418628,0.003588262,0.004791296,0.002651502,0.01701167,0.2724271],"category_scores_gemma":[0.02825608,0.0008972662,0.002751095,0.0005518747,0.0006711595,0.003098099,0.006789248,0.009799706,0.1228534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003708979,"about_ca_system_score_gemma":0.01043865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003711346,"about_ca_topic_score_gemma":0.009986997,"domain_scores_codex":[0.9941927,0.001605663,0.0005799078,0.0006595996,0.001609548,0.001352547],"domain_scores_gemma":[0.9709334,0.003511193,0.001753698,0.0009195592,0.01186922,0.01101302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006332759,0.0003269807,0.0002154436,0.0006872719,0.0000239732,0.00005297552,0.00009885311,0.00007329632,0.0003610177,0.0003361669,0.9751714,0.02201948],"study_design_scores_gemma":[0.001182551,0.001054192,0.006575685,0.001557147,0.00005957254,0.00008692528,0.0005149841,0.0001991458,0.0005804563,0.002620965,0.985486,0.00008234058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007240605,0.008593754,0.009668684,0.4695567,0.3452973,0.02685784,0.01479373,0.003257525,0.1147337],"genre_scores_gemma":[0.03363096,0.007854176,0.01547656,0.1979522,0.1188067,0.03612252,0.01142881,0.001364979,0.577363],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2724271,"threshold_uncertainty_score":0.9113595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2400401733115374,"score_gpt":0.4545035007762645,"score_spread":0.2144633274647271,"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."}}