{"id":"W432982019","doi":"10.7748/nm.22.3.14.s16","title":"International outlook - Lessons to be learned from Ebola epidemic","year":2015,"lang":"en","type":"article","venue":"Nursing Management","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Sierra leone; Ebola virus; Health care; New guinea; Healthcare system; Healthcare worker; Virology; Political science; Economic growth; Geography; Medicine; Socioeconomics; Ethnology; History; Sociology; Outbreak; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002911782,0.00008985373,0.0001383373,0.0002187511,0.00005827173,0.0000490544,0.0001143127,0.00003962418,0.0002940277],"category_scores_gemma":[0.00006396751,0.00008241487,0.00005440654,0.0001623069,0.00003720515,0.00006298387,0.00007900377,0.0001473768,0.0004925078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004017657,"about_ca_system_score_gemma":0.00002454426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002658037,"about_ca_topic_score_gemma":0.00001208256,"domain_scores_codex":[0.9989385,0.00003596455,0.0001525884,0.000255696,0.0003949956,0.0002222608],"domain_scores_gemma":[0.9993903,0.00001884602,0.00002436724,0.0002363345,0.00008806062,0.0002420613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003050932,0.0004228937,0.001887396,0.00001393461,0.0002269462,0.00008407155,0.001080159,0.0002079152,0.001676723,0.005030028,0.3051502,0.6839147],"study_design_scores_gemma":[0.002019881,0.0002696434,0.02041146,0.0003241309,0.0001219796,0.00001259094,0.002023199,0.002556646,0.0009039626,0.003028518,0.9681511,0.0001769212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08221068,0.00009267666,0.01798164,0.2321317,0.001700654,0.0006526654,0.00001616871,0.0001850015,0.6650288],"genre_scores_gemma":[0.9501742,0.0000574433,0.006906231,0.003075337,0.0004758634,0.00004217153,0.00008333993,0.00002670183,0.03915871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8679635,"threshold_uncertainty_score":0.6330357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2336450966592178,"score_gpt":0.4473260761634795,"score_spread":0.2136809795042617,"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."}}