{"id":"W2759385121","doi":"10.1002/jbm.a.36251","title":"Rheological properties of synthetic mucus for airway clearance","year":2017,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part A","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Association Nationale de la Recherche et de la Technologie; Canada Foundation for Innovation","keywords":"Thixotropy; Materials science; Rheology; Viscoelasticity; Shear thinning; Shear rate; Polymer; Composite material; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.004002045,0.00008959467,0.0005220558,0.0002248586,0.0002522992,0.00006311171,0.0003302766,0.0001660832,0.0006067125],"category_scores_gemma":[0.004552376,0.00005014701,0.0001400496,0.00006137814,0.001413489,0.0001093394,0.0001061293,0.0002502945,0.00003414121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003794911,"about_ca_system_score_gemma":0.0003292094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005070292,"about_ca_topic_score_gemma":3.388122e-7,"domain_scores_codex":[0.9976017,0.0002538465,0.0007239927,0.0001308293,0.0009699543,0.0003196198],"domain_scores_gemma":[0.9979014,0.0001343923,0.0004076905,0.0003045627,0.0009777379,0.0002742229],"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":[0.003567339,0.000404943,0.00009902679,0.0005810945,0.0000772851,0.0001086172,0.0001057386,2.805612e-7,0.9836485,0.000187509,0.006872654,0.004347004],"study_design_scores_gemma":[0.002860906,0.002947825,0.001839801,0.001778084,0.00004215098,0.000222973,0.0001505662,0.0000545226,0.9323854,0.0001650659,0.05745614,0.00009652268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917236,0.0003086612,0.00007600507,0.006527933,0.0007011961,0.0003671301,0.00001439195,0.000006138663,0.0002749344],"genre_scores_gemma":[0.9976929,0.0002112574,0.0002770763,0.00008681902,0.001017497,0.00001443442,0.000001183415,0.00001226498,0.0006865155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05126306,"threshold_uncertainty_score":0.6643076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1779228234803609,"score_gpt":0.4140959939032458,"score_spread":0.2361731704228848,"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."}}