{"id":"W4283171000","doi":"10.1093/trstmh/trac057","title":"SARS-CoV-2 RT-PCR positivity in relation to clinical and demographic characteristics in residents of border quarantine centres, Khyber Pakhtunkhwa, Pakistan: a prospective cohort study","year":2022,"lang":"en","type":"article","venue":"Transactions of the Royal Society of Tropical Medicine and Hygiene","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Odds ratio; Demography; Asymptomatic; Logistic regression; Hazard ratio; Cohort study; Cohort; Internal medicine; Odds; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006606799,0.0001403218,0.0006829589,0.0001349084,0.0001163435,0.000002990867,0.00008179737,0.00007968958,0.0000197724],"category_scores_gemma":[0.0002044491,0.0001096222,0.000144889,0.0006564837,0.0003467188,0.00003435548,0.00003672155,0.0005477918,1.083475e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005091971,"about_ca_system_score_gemma":0.00004966441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622988,"about_ca_topic_score_gemma":0.0004987759,"domain_scores_codex":[0.9980056,0.0002258389,0.0008721109,0.0003009707,0.0004280625,0.0001674008],"domain_scores_gemma":[0.9991079,0.0002887527,0.0002195268,0.0002230028,0.0001168425,0.00004399913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005311175,0.001053315,0.986939,0.0001001602,0.000126925,0.00000392103,0.00170937,0.00001566514,0.007873341,0.00001572211,0.0000248068,0.001606726],"study_design_scores_gemma":[0.00442166,0.001263421,0.9883584,0.0002304419,0.0002484532,0.00001005086,0.001462711,0.001397529,0.002442271,0.00005214618,0.0000296488,0.00008323802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964151,0.0001615494,0.000913691,0.001298017,0.0001195766,0.00101395,0.00001715474,0.0000136358,0.0000473556],"genre_scores_gemma":[0.9991914,0.00004244922,0.0003851612,0.0002756517,0.00003316709,0.00003418542,0.000001959469,0.00001231788,0.00002368514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00543107,"threshold_uncertainty_score":0.5476899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679184110745192,"score_gpt":0.3397637829854185,"score_spread":0.3129719418779666,"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."}}