{"id":"W2755985677","doi":"10.1021/acs.biomac.7b00809","title":"A Rheological Study of the Association and Dynamics of MUC5AC Gels","year":2017,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Materials Research; National Institute of Biomedical Imaging and Bioengineering; National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; Division of Physics; Burroughs Wellcome Fund; Cystic Fibrosis Foundation; Natural Sciences and Engineering Research Council of Canada","keywords":"Mucin; Rheology; Microrheology; Viscoelasticity; Mucus; Self-healing hydrogels; Polymer; Micrometer; Chemistry; Biophysics; Pulmonary surfactant; Particle (ecology); Chemical engineering; Materials science; Chemical physics; Nanotechnology; Polymer science; Polymer chemistry; Composite material; Biochemistry; Physics; Biology; Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000196887,0.0001694938,0.00016167,0.0003198519,0.0001936505,0.0001902879,0.0001527169,0.0001876506,0.0009105891],"category_scores_gemma":[0.0003353751,0.00008682401,0.0001532993,0.0002031546,0.0002594188,0.0002799736,0.0001604376,0.0003657826,0.0001234949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201979,"about_ca_system_score_gemma":0.0001045185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007222738,"about_ca_topic_score_gemma":0.0004365995,"domain_scores_codex":[0.9999236,0.000008400656,0.000004419031,0.0000253831,0.00002118319,0.00001701367],"domain_scores_gemma":[0.9998795,0.00003336303,0.00003255713,0.00001153746,0.00001968618,0.00002341431],"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":[0.00003513429,0.00001283526,0.0007118034,0.00002736838,0.000006283663,0.00005020718,0.00005948438,0.0003930232,0.9959415,0.0002006463,0.00002539182,0.002536356],"study_design_scores_gemma":[0.00001700343,0.0004876352,0.04595491,0.00003453726,0.00004026717,0.0003652274,0.0001468881,0.05784857,0.891149,0.0003720649,0.003544748,0.00003922074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902028,0.0007197137,0.007620485,0.00005778511,0.00001318072,0.00001497645,0.00009645619,0.00004362852,0.001230898],"genre_scores_gemma":[0.9960176,0.0003097951,0.002913917,0.00001944083,0.00000870571,0.000009040514,0.00007212089,0.000008389799,0.0006409012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009105891,"threshold_uncertainty_score":0.003046215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05225635894501926,"score_gpt":0.3353052887119508,"score_spread":0.2830489297669315,"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."}}