{"id":"W2415323431","doi":"10.47102/annals-acadmedsg.v32n5sps4","title":"SARS in Singapore: Looking Back, Looking Forward","year":2003,"lang":"en","type":"article","venue":"Annals of the Academy of Medicine Singapore","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00584268,0.0003363355,0.001258048,0.0001947401,0.0001292782,0.000003797913,0.0007166091,0.00028763,0.0001319751],"category_scores_gemma":[0.02836801,0.0002056351,0.0002839981,0.0007059984,0.0009896307,0.0001041277,0.0002740319,0.0007724636,0.000004326448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005050651,"about_ca_system_score_gemma":0.00004720293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009151136,"about_ca_topic_score_gemma":0.00001226018,"domain_scores_codex":[0.9962261,0.0005701361,0.001508039,0.0004122934,0.0006909008,0.0005925561],"domain_scores_gemma":[0.9945282,0.003711868,0.001157639,0.0003957725,0.000111101,0.00009538264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003811955,0.0009048995,0.1975656,0.004111441,0.0009334505,0.00002811854,0.01207752,0.0006527298,0.02362277,0.3700026,0.3638783,0.02584148],"study_design_scores_gemma":[0.001626651,0.0002358731,0.02085691,0.003888737,0.0001454988,0.00001923666,0.001031867,0.00011787,0.04367589,0.8902481,0.037749,0.0004043302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8402649,0.004876414,0.0004923187,0.1407273,0.0003067967,0.0008851691,0.00001033582,0.00006691142,0.01236987],"genre_scores_gemma":[0.9896404,0.000554404,0.00185896,0.007521074,0.000141431,0.0000074348,9.627637e-7,0.00003400755,0.0002413636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5202456,"threshold_uncertainty_score":0.9798164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3355480072542679,"score_gpt":0.4654979882793883,"score_spread":0.1299499810251204,"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."}}