{"id":"W4388696165","doi":"10.1016/s2666-5247(23)00340-3","title":"Do not blindly trust negative diagnostic test results!","year":2023,"lang":"en","type":"article","venue":"The Lancet Microbe","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Diagnostic test; Epidemiology; Medicine; Test (biology); Environmental health; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Pediatrics; Internal medicine; Biology; Infectious disease (medical specialty); Ecology; Disease","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":[0.03450393,0.00143014,0.001876594,0.002391103,0.002505994,0.007507876,0.00385949,0.01305011,0.05616717],"category_scores_gemma":[0.344364,0.001324656,0.001065209,0.00108414,0.008780141,0.01133967,0.005320496,0.01850652,0.08320756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150522,"about_ca_system_score_gemma":0.006093252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003380402,"about_ca_topic_score_gemma":0.004808614,"domain_scores_codex":[0.9548146,0.01863871,0.004568,0.004124615,0.01594969,0.001904494],"domain_scores_gemma":[0.7093047,0.0927073,0.03202815,0.03852526,0.1021025,0.02533209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002670361,0.00009437787,0.003952791,0.0005763355,0.00006761479,0.0006038666,0.0006938336,0.00009362788,0.0007511816,0.004109597,0.8655524,0.1232374],"study_design_scores_gemma":[0.000155737,0.0001842642,0.003549367,0.002589703,0.00007054264,0.004246709,0.001194191,0.0007616908,0.001687221,0.02105411,0.9643232,0.0001833058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005473647,0.01358606,0.03446702,0.7682097,0.08504748,0.0007607465,0.001020552,0.005220072,0.08621468],"genre_scores_gemma":[0.08241743,0.01469163,0.06570157,0.6881663,0.0513563,0.001864329,0.001107902,0.003915537,0.09077901],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05616717,"threshold_uncertainty_score":0.1878979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07426082163119142,"score_gpt":0.3255652336087022,"score_spread":0.2513044119775107,"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."}}