{"id":"W4318917842","doi":"10.1021/acs.biomac.2c01016","title":"Comparison of Physicochemical Properties of Native Mucus and Reconstituted Mucin Gels","year":2023,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Army Research Office; Division of Graduate Education; Institute for Collaborative Biotechnologies; Division of Materials Research; National Institute of Biomedical Imaging and Bioengineering; National Institute of Environmental Health Sciences; Materials Research Science and Engineering Center, Harvard University; Division of Physics; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Science Foundation","keywords":"Mucin; Mucus; Chemistry; Polymer; Saliva; Biophysics; Chromatography; Biochemistry; Biology; Organic chemistry","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":[0.0004129366,0.0003459834,0.0001727301,0.0003353912,0.0001291112,0.0003045271,0.0001413305,0.0002697056,0.0003572277],"category_scores_gemma":[0.0006996498,0.0001198972,0.0002475737,0.0001660288,0.0002402176,0.0003819719,0.000214787,0.000320668,0.00007680112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781062,"about_ca_system_score_gemma":0.0002004491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006715245,"about_ca_topic_score_gemma":0.0005923384,"domain_scores_codex":[0.9997814,0.00004609846,0.00002814789,0.00003991259,0.00007177021,0.00003267935],"domain_scores_gemma":[0.9996157,0.0001212775,0.0001053865,0.00002799551,0.00007709909,0.00005254478],"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":[0.00003653074,0.000007725769,0.0003954083,0.00004103675,0.00000879664,0.00001920456,0.00002758329,0.0001344416,0.998726,0.00002036059,0.000008044077,0.0005749461],"study_design_scores_gemma":[0.00001520656,0.0006053966,0.02624269,0.00002221095,0.00005470747,0.0003000452,0.0001775273,0.005386821,0.9657058,0.0001018509,0.001360397,0.00002748947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930058,0.001277343,0.004914926,0.00003359373,0.00001527993,0.0000335098,0.0002816701,0.00004223704,0.0003957741],"genre_scores_gemma":[0.9918423,0.0009523954,0.006156641,0.0000455654,0.000006160176,0.00006520696,0.0005104821,0.00002564535,0.0003956566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006715245,"threshold_uncertainty_score":0.002183855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0455022084311273,"score_gpt":0.3160263927543088,"score_spread":0.2705241843231815,"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."}}