{"id":"W2004391958","doi":"10.1016/s1359-6446(02)02497-2","title":"Rapid molecular theranostics in infectious diseases","year":2002,"lang":"en","type":"review","venue":"Drug Discovery Today","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Molecular diagnostics; Medicine; Computational biology; Biology; Bioinformatics","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":[0.001651696,0.001890633,0.002552361,0.002754702,0.0004049723,0.001381861,0.001222087,0.001796482,0.005353105],"category_scores_gemma":[0.001377546,0.0005283739,0.0005736705,0.002416532,0.0009435784,0.002683345,0.000887251,0.002512422,0.004005238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00094885,"about_ca_system_score_gemma":0.001353388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006216064,"about_ca_topic_score_gemma":0.001168175,"domain_scores_codex":[0.9996381,0.00008622284,0.00005392714,0.00004672135,0.0001359093,0.00003897328],"domain_scores_gemma":[0.9993962,0.0002787922,0.00008862885,0.00003117161,0.0001506269,0.00005461468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001673002,0.0001277651,0.00009994277,0.01107285,0.00006567734,0.0002736066,0.00004897063,0.0003829264,0.004840198,0.005752678,0.04450005,0.932668],"study_design_scores_gemma":[0.00006865347,0.0001676516,0.0002963126,0.001214274,0.00009292349,0.001161389,0.00002462326,0.0001243369,0.001332393,0.001627254,0.9938756,0.00001451603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001507759,0.9956354,0.0007215581,0.0006610181,0.001177039,0.00002104599,0.00001852823,0.00002132547,0.001593346],"genre_scores_gemma":[0.0008240654,0.9952757,0.0008647504,0.0004848925,0.000847645,0.00002478736,0.00003025131,0.00000278523,0.001645141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005353105,"threshold_uncertainty_score":0.01790786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156804286072112,"score_gpt":0.3332137770570207,"score_spread":0.3016457341962995,"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."}}