{"id":"W2058460245","doi":"10.1097/ccm.0b013e31828042ee","title":"Research During Pandemics","year":2013,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Steering committee; Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Family medicine; 2019-20 coronavirus outbreak; Library science; Law; Political science; Virology; Pathology; Engineering","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":[0.005345499,0.0004367168,0.0005280265,0.0004881416,0.003618791,0.002542018,0.0009103813,0.01552037,0.01001816],"category_scores_gemma":[0.02401052,0.0002943108,0.0004757656,0.0004886989,0.002394824,0.002682281,0.00141325,0.0135356,0.003975633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004528292,"about_ca_system_score_gemma":0.005188052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035896,"about_ca_topic_score_gemma":0.0201629,"domain_scores_codex":[0.9956102,0.002179654,0.0003856094,0.0004318802,0.0006946591,0.0006979808],"domain_scores_gemma":[0.9848331,0.006767934,0.001216241,0.001111286,0.003068471,0.00300294],"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":[0.0000943535,0.00004582286,0.005985586,0.000225888,0.00002226168,0.01223534,0.001795884,0.00004732534,0.000692688,0.007528503,0.9208664,0.05045982],"study_design_scores_gemma":[0.000079579,0.0001296296,0.005825782,0.001539789,0.00002711637,0.008891596,0.004459097,0.00009818246,0.0003162002,0.00883076,0.9697756,0.00002683366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003030404,0.007550747,0.0002039042,0.9469143,0.0145341,0.00004540541,0.00007837835,0.00002665337,0.02761618],"genre_scores_gemma":[0.05527417,0.0118554,0.0004264858,0.8688102,0.04378518,0.00009127203,0.0001007533,0.00003929539,0.01961738],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01552037,"threshold_uncertainty_score":0.03351414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2291117231601007,"score_gpt":0.4995302238072525,"score_spread":0.2704185006471518,"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."}}