{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002575726,0.00009360888,0.0001260277,0.00006826523,0.0002031918,0.000008730174,0.000170549,0.00005197593,0.9985362],"category_scores_gemma":[0.00002695121,0.00008411056,0.00003508322,0.0001426923,0.00001134373,0.00005929074,0.00008421614,0.0001182627,0.9984087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004044161,"about_ca_system_score_gemma":0.00003815271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003550861,"about_ca_topic_score_gemma":5.27225e-7,"domain_scores_codex":[0.9989708,0.0001640338,0.0001994025,0.0001730815,0.0001379439,0.0003547114],"domain_scores_gemma":[0.999401,0.00007760859,0.00002495798,0.0003274049,0.000024493,0.0001445421],"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":[0.0001691456,0.00002873374,4.415342e-7,0.00001458143,0.00001087664,0.000005046722,0.0002287131,0.000005129394,0.000008660813,0.00001868788,0.3863807,0.6131293],"study_design_scores_gemma":[0.0002948033,0.00007726707,0.000119425,0.00004181151,0.0000123024,3.214928e-7,0.00003386935,0.00002125575,9.419185e-7,0.00000796645,0.99929,0.000100029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003265664,0.00001791643,0.000002190337,0.0009894748,0.000007752603,0.0005055064,0.000007597131,0.0001561834,0.9950477],"genre_scores_gemma":[0.0002158013,4.456043e-7,0.00005908758,0.001542315,0.000136995,0.0001186328,0.00000989463,0.00002039299,0.9978964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6130292,"threshold_uncertainty_score":0.3429929,"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."}}