{"id":"W7161944013","doi":"10.82308/32751","title":"Evaluating Nurses’ Preparedness in Managing Critical Incidences and Disaster Relief : A Survey in Quebec","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Disaster preparedness; Observational study; Emergency management; Critical care nursing; Intensive care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154891,0.0002158642,0.0001883936,0.0008234571,0.002126905,0.0008725675,0.0007828489,0.0004074009,0.002012815],"category_scores_gemma":[0.002508202,0.0002128563,0.0002755727,0.001974033,0.0005600442,0.0004081483,0.0006424537,0.0005547151,0.000202268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02377625,"about_ca_system_score_gemma":0.02233415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931812,"about_ca_topic_score_gemma":0.9956082,"domain_scores_codex":[0.9991865,0.000103611,0.00005519341,0.00008741077,0.0003047763,0.0002625562],"domain_scores_gemma":[0.9969257,0.0003245298,0.0005167128,0.00004877293,0.001368935,0.0008153474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004439299,0.00007874404,0.9846041,0.00008267405,0.00002599736,0.0001260075,0.003467885,0.0001241005,0.0003108317,0.00007339696,0.001809733,0.009252109],"study_design_scores_gemma":[0.000004911788,0.00003774803,0.9930963,0.00003745352,0.000006167211,0.00003434327,0.004773972,0.0002598102,0.00004916262,0.000006914146,0.001684049,0.000009220351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994823,0.000399525,0.0001458359,0.0005789752,0.00001176722,0.00008290933,0.001582987,0.000009116535,0.002365939],"genre_scores_gemma":[0.9976507,0.0003866544,0.0001877275,0.0002446985,0.000003517169,0.00003530297,0.0005760906,0.000003034442,0.0009123252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02377625,"threshold_uncertainty_score":0.1725096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1670888832917512,"score_gpt":0.5429019539494759,"score_spread":0.3758130706577247,"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."}}