{"id":"W2774268514","doi":"10.3390/app7121255","title":"Elution of Artificial Sputum from Swab by Rotating Magnetic Field-Induced Mechanical Impingement","year":2017,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; California HIV/AIDS Research Program","keywords":"Elution; Chromatography; Centrifugation; Polystyrene; Materials science; Chemistry; Biomedical engineering; Composite material; Medicine; Polymer","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":[0.0003338028,0.0005096855,0.00030733,0.0002998486,0.0001704777,0.0003250504,0.0003286118,0.0004018797,0.0005234852],"category_scores_gemma":[0.0005730707,0.0001799798,0.0003308346,0.0002034697,0.0002125255,0.0002267664,0.0002856857,0.0003643941,0.000596671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455178,"about_ca_system_score_gemma":0.0001479744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002659903,"about_ca_topic_score_gemma":0.0004702774,"domain_scores_codex":[0.9995241,0.00009495105,0.00003750174,0.0001157963,0.0001660964,0.00006147772],"domain_scores_gemma":[0.9996762,0.0000977016,0.0001028659,0.00003510224,0.00006058937,0.00002758203],"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":[0.0000301102,0.000008790155,0.0001720436,0.00004970946,0.000003558463,0.00004612797,0.00002231563,0.0000276839,0.9968835,0.00001525041,0.00003294188,0.002708026],"study_design_scores_gemma":[0.000005434793,0.0001675862,0.002090832,0.00001126137,0.000007872843,0.0001855111,0.00002079052,0.0006806053,0.9951065,0.000008113657,0.001703711,0.00001177123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491572,0.003902029,0.04405993,0.0001787354,0.0001577238,0.0002163817,0.0003370298,0.0004125932,0.001578387],"genre_scores_gemma":[0.9224582,0.003068891,0.06876382,0.0002595975,0.00006599229,0.0002216279,0.0006254913,0.00008554105,0.004450832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005234852,"threshold_uncertainty_score":0.001765311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933460828969797,"score_gpt":0.3022898955817656,"score_spread":0.2729552872920676,"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."}}