{"id":"W3135143584","doi":"10.1007/s12560-021-09466-0","title":"Norovirus Extraction from Frozen Raspberries Using Magnetic Silica Beads","year":2021,"lang":"en","type":"article","venue":"Food and Environmental Virology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe; Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency","keywords":"Norovirus; Extraction (chemistry); Biology; Chromatography; Virology; Chemistry; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006447445,0.0001387577,0.000313362,0.00004007955,0.00009296382,0.000009812746,0.00004013431,0.0001483466,0.001622904],"category_scores_gemma":[0.00006241584,0.0001343225,0.00006655971,0.00002908551,0.0002982962,0.00006951265,0.000126757,0.0002262225,0.00005736406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008550407,"about_ca_system_score_gemma":0.0000173153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002091727,"about_ca_topic_score_gemma":0.000128986,"domain_scores_codex":[0.9988158,0.0001492429,0.0002116853,0.0003602126,0.0001080741,0.0003549354],"domain_scores_gemma":[0.9995267,0.00004530738,0.0000388176,0.0001862039,0.000003531754,0.000199413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003840638,0.000150693,0.09061023,0.000009116732,0.00006629874,0.0002080477,0.00004593235,0.000008981113,0.8955318,0.00001053578,0.0002276047,0.01274667],"study_design_scores_gemma":[0.003667594,0.005566314,0.9423324,0.00003551462,0.0001848271,0.00198118,0.0008378759,0.001613672,0.0205811,0.0005560422,0.02237167,0.0002718355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940693,0.004002835,0.0002125882,0.001050233,0.0001144637,0.0001025953,0.0001319455,0.00001820617,0.0002977792],"genre_scores_gemma":[0.9953101,0.001306099,0.001244654,0.001398506,0.0001836096,0.00001019583,0.0003279533,0.00001728755,0.000201613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8749507,"threshold_uncertainty_score":0.9992898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301089864151833,"score_gpt":0.2750577355544346,"score_spread":0.2520468369129163,"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."}}