{"id":"W4284690808","doi":"10.1038/s41598-022-15203-9","title":"Salt and surfactant coated filters with antiviral properties and low pressure drop for prospective SARS-CoV2 applications","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology; Simon Fraser University","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; British Columbia Knowledge Development Fund; Simon Fraser University","keywords":"Pulmonary surfactant; Incubation; Drop (telecommunication); Coating; Chromatography; Chemistry; Materials science; Microbiology; Biology; Composite material; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144754,0.0004907661,0.0002285095,0.0002224102,0.0002591615,0.0004850402,0.0002360931,0.0006223213,0.001196361],"category_scores_gemma":[0.0003732731,0.0002273844,0.0003212307,0.0001833049,0.000152846,0.0004109265,0.0001467289,0.0003214264,0.0004466307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003024738,"about_ca_system_score_gemma":0.0001796062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009221103,"about_ca_topic_score_gemma":0.001475969,"domain_scores_codex":[0.9997144,0.0000465713,0.00001795181,0.00004785966,0.0001334088,0.00003972878],"domain_scores_gemma":[0.9996853,0.00005906557,0.00008036604,0.00002079301,0.0001133233,0.00004125676],"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":[0.0000226938,0.000008421166,0.0001018407,0.00001940121,0.000002816563,0.00001302219,0.000004827423,0.00002519229,0.9992172,0.00001211561,0.00001508537,0.00055734],"study_design_scores_gemma":[0.000003670657,0.0002321023,0.00178954,0.000003643238,0.00001316466,0.00009767592,0.0000124277,0.0003733267,0.9964423,0.00000585795,0.001021204,0.000005055956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876285,0.002182818,0.00850188,0.0001027451,0.00005373699,0.00005153288,0.0001719925,0.0001091017,0.001197821],"genre_scores_gemma":[0.9787558,0.00126187,0.01634527,0.00007332583,0.00002231748,0.00003951646,0.0003832649,0.00005111387,0.003067508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001196361,"threshold_uncertainty_score":0.004002213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582783294685422,"score_gpt":0.2694881789685837,"score_spread":0.2436603460217295,"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."}}