{"id":"W3108067823","doi":"10.1159/000512146","title":"Electrostatic Filters to Reduce COVID-19 Spread in Bubble CPAP: An in vitro Study of Safety and Efficacy","year":2020,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Filter (signal processing); Generator (circuit theory); Medicine; Physics; Chemistry; Mathematics; Electrical engineering","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":[0.001564194,0.0004394174,0.0005167205,0.0002388669,0.000296425,0.0005164642,0.000380628,0.0005730524,0.001347017],"category_scores_gemma":[0.002139463,0.0002315981,0.000584145,0.0001751129,0.0003389576,0.00055177,0.0003148919,0.0005044533,0.0002217447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003262749,"about_ca_system_score_gemma":0.0003749513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523103,"about_ca_topic_score_gemma":0.001475563,"domain_scores_codex":[0.9987476,0.0004462423,0.0001245353,0.0001737554,0.0003523633,0.000155385],"domain_scores_gemma":[0.9976612,0.001154396,0.0004066672,0.0002017477,0.0004342704,0.000141774],"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":[0.002271996,0.001036553,0.00326725,0.0004372342,0.00008937617,0.0001304472,0.0002046762,0.0004415516,0.9804265,0.00007403018,0.0001842698,0.01143605],"study_design_scores_gemma":[0.0001438103,0.04898328,0.03423591,0.0000724386,0.0002739755,0.000730687,0.0002771987,0.003307061,0.9095582,0.0000523067,0.002330521,0.00003464526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918491,0.004622432,0.002486998,0.00009621381,0.0001085531,0.0001018952,0.0001335254,0.00001709397,0.0005841674],"genre_scores_gemma":[0.990838,0.002303805,0.005475719,0.0001095884,0.0001006001,0.00007587691,0.000314097,0.00001809071,0.0007641465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001564194,"threshold_uncertainty_score":0.00827235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06976758971623194,"score_gpt":0.4187739459564694,"score_spread":0.3490063562402375,"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."}}