{"id":"W4399037323","doi":"10.1016/j.jcv.2024.105697","title":"Melting curve analysis reveals false-positive norovirus detection in a molecular syndromic panel","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Norovirus; Melting curve analysis; Medicine; Virology; Biology; Genetics; Real-time polymerase chain reaction; Virus","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":[0.002693888,0.0005702184,0.0003669562,0.001520663,0.0003216502,0.0007071021,0.0005318416,0.0008989808,0.001153466],"category_scores_gemma":[0.008183918,0.0003621835,0.000415898,0.0006512294,0.0004947294,0.000356466,0.0004465239,0.0006276255,0.0005367729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005651747,"about_ca_system_score_gemma":0.0001517716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106228,"about_ca_topic_score_gemma":0.001138166,"domain_scores_codex":[0.9967093,0.0009311039,0.0003691702,0.0006815121,0.001112445,0.0001963398],"domain_scores_gemma":[0.9958006,0.002134606,0.00104554,0.0003390984,0.0005648306,0.0001153506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009945912,0.00009689797,0.8550499,0.0001123995,0.0001180522,0.003940844,0.0009441288,0.001054859,0.1173755,0.000241253,0.0006653757,0.0194061],"study_design_scores_gemma":[0.00002537481,0.001054822,0.7671372,0.0001339195,0.0002196389,0.03316344,0.0008616796,0.01809916,0.1758936,0.0004627677,0.002893893,0.00005461929],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936326,0.0004575399,0.004430185,0.0001184891,0.00002616696,0.00001634595,0.0001567404,0.0001368031,0.00102513],"genre_scores_gemma":[0.997076,0.00008368768,0.002481371,0.00007565406,0.00000603533,0.000008046581,0.0001325486,0.00001436816,0.0001222739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002693888,"threshold_uncertainty_score":0.01424682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08005608882631275,"score_gpt":0.4449282395387563,"score_spread":0.3648721507124435,"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."}}