{"id":"W2155089788","doi":"10.1136/jech-2013-202386.9","title":"PREDICTORS OF SEVERITY AND DURATION OF INFECTIOUS DISEASE OUTBREAKS IN LONG-TERM CARE FACILITIES IN THE SASKATOON HEALTH REGION","year":2013,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Outbreak; Medicine; Public health; Attack rate; Long-term care; Environmental health; Infectious disease (medical specialty); Disease; Emergency medicine; Virology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009378886,0.0003221467,0.0002144481,0.0006867612,0.0004568297,0.000774844,0.0005386475,0.0002765935,0.002691609],"category_scores_gemma":[0.003680984,0.000225489,0.0003509918,0.00107718,0.0003698843,0.0004525453,0.0008105769,0.0005400564,0.0001317447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705068,"about_ca_system_score_gemma":0.002400714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2376709,"about_ca_topic_score_gemma":0.2922419,"domain_scores_codex":[0.9994482,0.0001382284,0.00007320169,0.00008536169,0.0000720941,0.0001828974],"domain_scores_gemma":[0.9950144,0.001112202,0.002213563,0.0001173071,0.0005935801,0.0009489318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002398188,0.000008001788,0.9989364,0.00001086037,0.00002113993,0.0000417912,0.00008512966,0.0001361641,0.00008450706,0.000005897707,0.00007899237,0.000567124],"study_design_scores_gemma":[0.000001139862,0.00002029375,0.9992311,0.00001294991,0.000006286178,0.00003598672,0.0004006579,0.0002256759,0.00001470109,0.000006836648,0.00004222347,0.000002072171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988844,0.00016802,0.00009494531,0.00008668629,0.000004613541,0.000008839648,0.0005508839,0.000003406604,0.0001981056],"genre_scores_gemma":[0.999363,0.0001000442,0.00009626941,0.00001967712,0.000003898197,0.000005999363,0.0003315221,0.000001079659,0.00007848458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7623291,"threshold_uncertainty_score":0.4725751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07416023866104546,"score_gpt":0.4144513196230978,"score_spread":0.3402910809620523,"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."}}