{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005069803,0.0003910819,0.0003464454,0.0006259063,0.0009182754,0.0007043395,0.0003150745,0.0005001454,0.001789942],"category_scores_gemma":[0.001045531,0.0007553477,0.0004266874,0.0009355922,0.0003744024,0.0006478748,0.0004112385,0.0006769839,0.0003894267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003499602,"about_ca_system_score_gemma":0.0005120433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070016,"about_ca_topic_score_gemma":0.01230713,"domain_scores_codex":[0.9996727,0.00005136836,0.00003017084,0.0001135395,0.00004822078,0.00008403407],"domain_scores_gemma":[0.9992487,0.00009149005,0.0002772558,0.0000759344,0.0001048498,0.0002016848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006893137,0.00005357992,0.9991061,0.000006389111,0.00001978723,0.0001113128,0.0001769498,0.000008993419,0.0001180067,0.000003927679,0.00005163263,0.0002742817],"study_design_scores_gemma":[0.000006523824,0.0001872368,0.9989271,0.000004800655,0.00001581038,0.0002501938,0.0004609213,0.00004310888,0.00002053635,0.000006258888,0.00007443492,0.000003066582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994997,0.00004552476,0.00002797289,0.00001026652,0.000002495173,0.00001177922,0.000293276,0.000001090354,0.000107899],"genre_scores_gemma":[0.9994073,0.00006284742,0.00005388888,0.00001928259,0.000004885927,0.00001777492,0.0002681711,0.000001040044,0.0001648335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070016,"threshold_uncertainty_score":0.02127576,"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."}}