{"id":"W2009510830","doi":"10.1503/cmaj.061174","title":"Effect of widespread restrictions on the use of hospital services during an outbreak of severe acute respiratory syndrome","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Outbreak; Emergency medicine; Emergency department; Acute care; Population; Pediatrics; Health care; Medical emergency; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002604214,0.0001063249,0.0003504891,0.0003414584,0.0001482886,0.0000134847,0.0001421621,0.0002872859,0.0001994946],"category_scores_gemma":[0.003421127,0.00007475227,0.0001221405,0.0003564813,0.00005346956,0.0001441463,0.00001175175,0.0006956375,0.000004087806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008013629,"about_ca_system_score_gemma":0.00211223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01072295,"about_ca_topic_score_gemma":0.02000371,"domain_scores_codex":[0.9975272,0.0002708139,0.0006048823,0.0001064589,0.001152453,0.0003381827],"domain_scores_gemma":[0.9962407,0.001364657,0.0005239942,0.0001917144,0.0004536615,0.00122524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000360783,0.0001380498,0.9834701,0.0003859674,0.0004646017,0.0009732763,0.001376475,0.00001828578,0.0006274984,0.00008719044,0.003192946,0.008904851],"study_design_scores_gemma":[0.001236159,0.002576193,0.9898011,0.0007411349,0.000133421,0.0002502678,0.000208555,0.00001804116,0.001027531,0.00001006744,0.00392573,0.00007176614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907517,0.00004735449,0.000004728311,0.008453725,0.0003531095,0.0002178279,0.00006814243,0.00000766945,0.00009575437],"genre_scores_gemma":[0.996784,0.0000416458,0.00001599336,0.002828198,0.0002615612,0.000001508579,0.000004351704,0.00001263254,0.0000501523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009280758,"threshold_uncertainty_score":0.9978787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177153626008371,"score_gpt":0.316706027724993,"score_spread":0.2949344914649092,"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."}}