{"id":"W4207061862","doi":"10.2196/36651","title":"Descriptive Analysis of Health Screening for COVID-19 at Points of Entry in Pakistan According to the Centers for Disease Control and Prevention Guidelines From February 2020 to March 2021","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isolation (microbiology); Action plan; Medicine; Stakeholder; Business; Referral; Quarantine; Descriptive statistics; Health care; Medical emergency; Family medicine; Public relations; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001635277,0.0001984187,0.0003101489,0.002142589,0.0007580452,0.0006191794,0.0005542726,0.0002739841,0.002455871],"category_scores_gemma":[0.008058842,0.0002636264,0.00037803,0.003515837,0.0004186803,0.0007179606,0.0005225916,0.0006755415,0.0003223323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002477518,"about_ca_system_score_gemma":0.002875532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03621625,"about_ca_topic_score_gemma":0.04468158,"domain_scores_codex":[0.9983486,0.0003147294,0.0004257197,0.0002108298,0.0003830524,0.0003170878],"domain_scores_gemma":[0.9905469,0.00251686,0.003594895,0.0002622352,0.002505245,0.0005738843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001307861,0.0001919096,0.9881516,0.0001664664,0.00002023443,0.0001798783,0.002670582,0.0001586288,0.0001189829,0.0001121537,0.002557813,0.005541016],"study_design_scores_gemma":[0.000004634747,0.0001884108,0.9873888,0.00005925165,0.000009495184,0.0001131413,0.01031105,0.000185039,0.00009747746,0.00002837549,0.001601447,0.00001293977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795685,0.0001328099,0.0003027971,0.0002697097,0.00001911876,0.0005690632,0.01608531,0.0000170317,0.003035636],"genre_scores_gemma":[0.9899015,0.0002407798,0.0006175342,0.0001496048,0.00001100187,0.0009376243,0.007354622,0.000006183202,0.0007811211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03621625,"threshold_uncertainty_score":0.07201093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08143647541242528,"score_gpt":0.3935150425531023,"score_spread":0.3120785671406771,"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."}}