{"id":"W3161578723","doi":"10.1080/25765299.2021.1886390","title":"Trajectory analysis of the coronavirus pandemic and the impact of precautionary measures in the Kingdom of Bahrain","year":2021,"lang":"en","type":"article","venue":"Arab Journal of Basic and Applied Sciences","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Kuwait University; University of Bahrain; University of Alberta","keywords":"Pandemic; Coronavirus; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Trajectory; Virology; Medicine; Physics; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005995222,0.00007833151,0.0005139654,0.0000690955,0.0001313844,0.00000880526,0.0002924344,0.00002985557,0.00001186458],"category_scores_gemma":[0.00149875,0.00002733051,0.0002170328,0.0007164909,0.001588494,0.00003570582,0.00007449142,0.0001550025,1.977724e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001625221,"about_ca_system_score_gemma":0.0001191082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001108797,"about_ca_topic_score_gemma":0.0001289145,"domain_scores_codex":[0.9984617,0.0004318906,0.0005287185,0.000102563,0.0003718035,0.000103279],"domain_scores_gemma":[0.9927903,0.006373613,0.0006310135,0.0001158602,0.00007087864,0.00001836456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003967737,0.0003189091,0.8910097,0.00008782514,0.001389425,0.000003072857,0.01440818,0.008287969,0.01328683,0.05940361,0.0002060885,0.01120157],"study_design_scores_gemma":[0.0005571221,0.00008807699,0.90467,0.00005869767,0.0003799368,0.0000142719,0.003999835,0.0006060397,0.0004741419,0.08909133,0.00001303518,0.00004748664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959721,0.002771646,0.0002058293,0.0005909695,0.00001373869,0.00009074925,0.000005688631,9.607435e-7,0.0003483355],"genre_scores_gemma":[0.9992212,0.0004555439,0.0002060837,0.00009958538,0.00001151659,0.000002013115,6.142238e-8,0.000001220332,0.000002769373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02968772,"threshold_uncertainty_score":0.5852874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2726062782151697,"score_gpt":0.4263424715336865,"score_spread":0.1537361933185168,"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."}}