{"id":"W2956144136","doi":"10.1128/jcm.00306-19","title":"Multicenter Clinical Validation of the Molecular BD Max Enteric Viral Panel for Detection of Enteric Pathogens","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Becton Dickinson (Canada); University of Calgary","funders":"BD Biosciences","keywords":"Sapovirus; Astrovirus; Norovirus; Rotavirus; Virology; Diarrhea; Population; Human bocavirus; Medicine; Biology; Microbiology; Gastroenterology; Internal medicine; Virus; Respiratory tract infections","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":[0.01162024,0.0007864936,0.0004751893,0.0009230979,0.0004796183,0.0008824857,0.0005839838,0.0005438876,0.0009713849],"category_scores_gemma":[0.009798073,0.0004442713,0.0002875318,0.0006931323,0.000473552,0.0004701875,0.001005351,0.0005757704,0.0008863524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004417319,"about_ca_system_score_gemma":0.0006276345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009940298,"about_ca_topic_score_gemma":0.00113034,"domain_scores_codex":[0.9925671,0.003444249,0.0005959205,0.00145797,0.001602237,0.0003326257],"domain_scores_gemma":[0.9951419,0.001106948,0.0009137042,0.0006569488,0.001843462,0.0003370128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005818778,0.0005984691,0.8785215,0.0002419253,0.0002008263,0.0001563273,0.0007446839,0.001115271,0.06865434,0.0002922247,0.002420703,0.04123498],"study_design_scores_gemma":[0.0004195481,0.009399813,0.9390124,0.0001820647,0.0001864433,0.001806404,0.0004560743,0.006444732,0.03189869,0.0002065186,0.009943034,0.00004433858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820194,0.001272625,0.01047053,0.0001157863,0.00008652778,0.0004668908,0.002247544,0.0001792441,0.003141403],"genre_scores_gemma":[0.9847341,0.0001943339,0.011093,0.0001754981,0.00003149575,0.0003674592,0.002910536,0.00003742115,0.0004561706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162024,"threshold_uncertainty_score":0.06145442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0727138549568334,"score_gpt":0.4084067534757179,"score_spread":0.3356928985188845,"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."}}