{"id":"W3202592190","doi":"","title":"Prometheus Bio社イムノクロマト法を用いたCOVID-19診断精度の検討","year":2021,"lang":"ja","type":"article","venue":"Pharma Medica","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Virology; Biology; Medicine; Outbreak; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001145786,0.0004929649,0.0007905246,0.0003387702,0.0003084033,0.00009433013,0.0003047822,0.0003242587,0.006990292],"category_scores_gemma":[0.006860255,0.0004759038,0.0003326607,0.001587464,0.0003156757,0.0001679985,0.0002452606,0.001259279,0.00299705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455984,"about_ca_system_score_gemma":0.001397827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229919,"about_ca_topic_score_gemma":0.00001315389,"domain_scores_codex":[0.9955903,0.0003961565,0.0008817765,0.0009373446,0.001207455,0.0009869707],"domain_scores_gemma":[0.9972191,0.0006972152,0.0002418669,0.000771445,0.0004351432,0.0006352022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001682246,0.0008768203,0.001366377,0.0009659929,0.0006577835,0.004939531,0.002244078,9.786894e-7,0.7660655,0.00006818042,0.01489138,0.2077552],"study_design_scores_gemma":[0.003614488,0.0001493104,0.0002617924,0.000616477,0.0004872373,0.001134434,0.0005780836,0.002103061,0.5743529,0.000056164,0.4162977,0.000348349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8646239,0.03318683,0.001003421,0.02284602,0.01432256,0.001266803,0.00008373679,0.001095151,0.06157155],"genre_scores_gemma":[0.9578611,0.000735269,0.001237104,0.03185632,0.003979333,0.00007288299,0.00004010436,0.0001288361,0.004089021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4014063,"threshold_uncertainty_score":0.9997693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07599640497797008,"score_gpt":0.3698115024420408,"score_spread":0.2938150974640706,"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."}}