{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003713988,0.0002837126,0.0005043523,0.000644308,0.0001839585,0.00006310617,0.0002257677,0.0002996507,0.0003327554],"category_scores_gemma":[0.002276065,0.0002598379,0.00003728225,0.0004686426,0.00004137605,0.0002569816,0.0001994365,0.0006503153,0.0002016305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645267,"about_ca_system_score_gemma":0.0004583754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2184059,"about_ca_topic_score_gemma":0.9438475,"domain_scores_codex":[0.9951726,0.002123368,0.0009606757,0.0006697548,0.0004490348,0.0006246332],"domain_scores_gemma":[0.9966539,0.002664503,0.0001595153,0.0003258781,0.0001020566,0.00009413299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002811393,0.0003294837,0.194269,0.007730755,0.00007362629,0.0002590078,0.7059546,0.00003612879,0.00002971593,0.006303741,0.01071963,0.07148296],"study_design_scores_gemma":[0.0006833699,0.00006408711,0.5865841,0.005088029,0.00003246051,2.126686e-7,0.4041311,0.0007214068,5.74951e-7,0.001962333,0.000383541,0.0003487478],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607356,0.0001540636,0.00001091183,0.0002606371,0.001804316,0.001387956,0.00001065791,0.00009092133,0.03554493],"genre_scores_gemma":[0.6758042,0.00009632309,0.00009522639,0.0003455252,0.0000731018,0.001055676,0.0005367125,0.00007651922,0.3219167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7254416,"threshold_uncertainty_score":0.9999854,"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."}}