{"id":"W4411658033","doi":"10.51847/xf6d2zt","title":"10.51847/xF6D2ZT","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Response and Management","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Computer science; Medicine; Outbreak; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000730465,0.001367636,0.000627004,0.002123944,0.001347742,0.002548298,0.001045744,0.003194291,0.9832645],"category_scores_gemma":[0.001465047,0.000471544,0.0008139675,0.001375563,0.0008145258,0.001978544,0.002925113,0.001426881,0.9792482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008859281,"about_ca_system_score_gemma":0.0006859609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003657604,"about_ca_topic_score_gemma":0.003900819,"domain_scores_codex":[0.9994994,0.00004268953,0.00004066415,0.0001352991,0.0001826566,0.00009927335],"domain_scores_gemma":[0.9986334,0.000262925,0.00006335845,0.0002018295,0.000394228,0.0004441336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002259713,0.0002162453,0.001128347,0.0002584938,0.0000146824,0.0002987687,0.00008530351,0.0001942318,0.00267838,0.003865555,0.2844138,0.7066201],"study_design_scores_gemma":[0.00004428338,0.00006238082,0.00137202,0.0001908952,0.00000849436,0.0004179574,0.00007583977,0.0002081329,0.0005851709,0.0008374504,0.9961825,0.00001483907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008444217,0.0002992495,0.0008504417,0.0006447289,0.0005062357,0.00009471827,0.000843678,0.0009421305,0.9949745],"genre_scores_gemma":[0.001463166,0.0001563079,0.0004942896,0.0002947706,0.00005992291,0.00003296362,0.0005589098,0.0001847744,0.9967548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01673549,"threshold_uncertainty_score":0.02387112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558926019589085,"score_gpt":0.3163536441889843,"score_spread":0.2907643839930935,"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."}}