{"id":"W4220893406","doi":"10.9778/cmajo.20210127","title":"Domestic application of lessons learned by Canadian health care professionals working in international disaster settings: a qualitative research study","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Disaster Response and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McGill University; Canadian Red Cross Society; Centre for Interdisciplinary Research in Rehabilitation; McMaster University Medical Centre; Queen's University","funders":"Ontario Regional Blood Coordinating Network; McMaster University; World Health Organization","keywords":"Context (archaeology); Preparedness; Psychosocial; Qualitative research; Health care; Emergency management; Medical education; Nursing; Curriculum; Psychology; Medicine; Public relations; Political science; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.009722671,0.0009067636,0.0008822142,0.002677829,0.02800029,0.007631293,0.003541511,0.00191446,0.003411683],"category_scores_gemma":[0.01616346,0.0008302119,0.0005848609,0.004836696,0.01470872,0.002517774,0.006223571,0.003313333,0.0003428771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08386295,"about_ca_system_score_gemma":0.1316259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8900229,"about_ca_topic_score_gemma":0.9392741,"domain_scores_codex":[0.9892077,0.004353493,0.0003280255,0.0009331682,0.001580273,0.003597302],"domain_scores_gemma":[0.9861748,0.005937366,0.0008052704,0.0004601528,0.003140389,0.003481993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001507533,0.000023208,0.002214245,0.0001227891,0.000002925414,0.0006852867,0.9902352,0.0000271193,0.0002825597,0.0007341859,0.001412363,0.00424506],"study_design_scores_gemma":[0.000002012713,0.000009773906,0.001119283,0.0001273574,0.000002922236,0.00009374807,0.9889276,0.00002137046,0.00009359478,0.00005605854,0.009536242,0.000009991119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579934,0.00210277,0.002217648,0.008961551,0.0002911424,0.0006626336,0.0006616302,0.00004912743,0.02706008],"genre_scores_gemma":[0.9873007,0.001848533,0.001795819,0.002168627,0.00003381159,0.0003008893,0.0001810499,0.00004095415,0.006329754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099771,"threshold_uncertainty_score":0.6084711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2981147160658523,"score_gpt":0.6309157254418976,"score_spread":0.3328010093760452,"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."}}