{"id":"W2163229490","doi":"10.3201/eid1003.030702","title":"Clinical Trials and Novel Pathogens: Lessons Learned from SARS","year":2004,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Outbreak; Clinical trial; Ribavirin; Medicine; Intensive care medicine; Randomized controlled trial; Virology; Pathology; Virus","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":[0.001029474,0.0002191449,0.0007404579,0.0001834896,0.0001916173,0.00007111833,0.00009236632,0.0001452954,0.00003697748],"category_scores_gemma":[0.006078425,0.000187033,0.0003714153,0.0002784941,0.0001962963,0.00009989043,0.000100947,0.0003332652,0.0000857764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009466379,"about_ca_system_score_gemma":0.0004321565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008450273,"about_ca_topic_score_gemma":0.00007265256,"domain_scores_codex":[0.9978005,0.0002547427,0.0006359518,0.0005610021,0.0003775534,0.0003702133],"domain_scores_gemma":[0.9982816,0.0008850884,0.0001513621,0.000405934,0.0001133914,0.0001626176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006844288,0.001936632,0.8329047,0.0001100988,0.0006765297,0.0002356216,0.0002525882,0.00001629208,0.05743441,0.0009396691,0.0007554322,0.1040536],"study_design_scores_gemma":[0.03418088,0.001445657,0.7751723,0.0007429108,0.002164032,0.0001081789,0.0004576764,0.000428672,0.01201844,0.02211679,0.1500899,0.001074558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921495,0.002001751,0.001832674,0.001918214,0.0004029445,0.0004296064,0.0001381443,0.0002900001,0.0008371251],"genre_scores_gemma":[0.9832762,0.0002068251,0.0001292106,0.01543122,0.0008195264,0.0000535544,0.00002179266,0.0000444309,0.00001721243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493345,"threshold_uncertainty_score":0.7626985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1993924523625511,"score_gpt":0.4745094696338449,"score_spread":0.2751170172712939,"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."}}