{"id":"W3138747425","doi":"10.47339/ephj.2020.28","title":"Individual emergency preparedness survey among Canadians in Lower Mainland, BC","year":2020,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Emergency management; Medicine; Medical emergency; Suicide prevention; Natural disaster; Environmental health; Poison control; Demography; Geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004618523,0.000284029,0.0002391741,0.001205562,0.003069845,0.000704203,0.0007876153,0.0002899714,0.005077946],"category_scores_gemma":[0.001232436,0.0002446164,0.0003449694,0.002852462,0.0003631861,0.0002180216,0.0006842515,0.0005462781,0.0007360862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01661091,"about_ca_system_score_gemma":0.02454002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899815,"about_ca_topic_score_gemma":0.9964591,"domain_scores_codex":[0.9995358,0.00002584522,0.00003350114,0.00005084052,0.000215492,0.0001384734],"domain_scores_gemma":[0.9986116,0.00003509922,0.0001526169,0.00002360195,0.0008643593,0.0003126617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001263229,0.0001719214,0.9344593,0.0004739031,0.00006076966,0.0003112883,0.006032974,0.0001486225,0.0009350899,0.0003120192,0.03153346,0.02543425],"study_design_scores_gemma":[0.000008584895,0.0000437395,0.9800433,0.00009143216,0.0000161149,0.00009686252,0.00709206,0.0001177331,0.000114941,0.00002045352,0.01233582,0.00001890112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494969,0.0006478368,0.0002288125,0.001113149,0.00004709489,0.0005958735,0.03405232,0.00004162814,0.01377638],"genre_scores_gemma":[0.9660271,0.001531558,0.001726794,0.0008693977,0.00002840415,0.0006211078,0.01570052,0.00001988309,0.01347521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661091,"threshold_uncertainty_score":0.1205212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05784774870783348,"score_gpt":0.2976245778460705,"score_spread":0.2397768291382371,"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."}}