{"id":"W150688675","doi":"10.15173/m.v1i4.625","title":"Preparing for the Next SARS Epidemic","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Medicine; Environmental health; Virology; Geography; Disease; Infectious disease (medical specialty); Outbreak; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004183028,0.0004922356,0.0002803836,0.001183394,0.01011022,0.004173904,0.001375276,0.006742055,0.02823107],"category_scores_gemma":[0.01916519,0.0003354195,0.0006346104,0.0003182382,0.002108912,0.002926335,0.006302441,0.01126076,0.004857047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821695,"about_ca_system_score_gemma":0.02498654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006327453,"about_ca_topic_score_gemma":0.01746938,"domain_scores_codex":[0.9978884,0.0007555694,0.00008436062,0.0001089808,0.0003865747,0.0007761226],"domain_scores_gemma":[0.9921972,0.0008726285,0.0004804457,0.0002671069,0.001094462,0.005088233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000959017,0.0004189334,0.008301501,0.0003492583,0.00003132833,0.0009758613,0.004743227,0.0003837764,0.001997574,0.01240116,0.7705656,0.199736],"study_design_scores_gemma":[0.00006064699,0.0003789033,0.01625843,0.0008501653,0.00002561427,0.0007138561,0.02437866,0.0005416003,0.0008204477,0.01352906,0.942368,0.0000745591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01940444,0.004116774,0.001415383,0.8904929,0.03000272,0.000149846,0.0001027633,0.0003017223,0.05401351],"genre_scores_gemma":[0.4537694,0.01608944,0.01483241,0.3385051,0.03963104,0.0004445729,0.0003863914,0.0003590273,0.1359827],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02823107,"threshold_uncertainty_score":0.09444231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2317505119779183,"score_gpt":0.4910908604302326,"score_spread":0.2593403484523143,"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."}}