{"id":"W2888657650","doi":"10.3791/58111","title":"Detection of Viruses from Bioaerosols Using Anion Exchange Resin","year":2018,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention","keywords":"Bioaerosol; Indoor bioaerosol; Ion-exchange resin; Chromatography; Environmental science; Chemistry; Materials science; Environmental chemistry; Aerosol; Organic chemistry","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":[0.000621217,0.001056657,0.0003967548,0.000536942,0.0005575377,0.0006953253,0.0006918408,0.000703499,0.002287345],"category_scores_gemma":[0.0003525102,0.0003970346,0.0005543356,0.0002449665,0.0002959887,0.0005878225,0.0005314944,0.001146589,0.001812084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111381,"about_ca_system_score_gemma":0.0004920873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005705816,"about_ca_topic_score_gemma":0.001384201,"domain_scores_codex":[0.9993273,0.0001138226,0.00008211543,0.0001708484,0.0002358608,0.00007005803],"domain_scores_gemma":[0.9997384,0.00006474018,0.00005605718,0.00004599043,0.00006699378,0.00002783285],"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":[0.0000214093,0.00001371679,0.00006472983,0.00007511155,0.000006213503,0.00002734174,0.00002873076,0.00004871877,0.996206,0.0001685211,0.0001720211,0.003167417],"study_design_scores_gemma":[0.000004555776,0.00007105734,0.0005653438,0.00001365376,0.00001101348,0.0001814604,0.00001612923,0.0004015464,0.9873478,0.00007106033,0.01129885,0.00001741931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3318761,0.007570494,0.6372694,0.0008010459,0.0005477124,0.00174189,0.003729267,0.002906422,0.01355762],"genre_scores_gemma":[0.3589572,0.009232403,0.5987381,0.0006500606,0.0001276987,0.001764163,0.007894833,0.0004800586,0.0221555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002287345,"threshold_uncertainty_score":0.007651985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08361169355111826,"score_gpt":0.4613321687547655,"score_spread":0.3777204752036472,"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."}}