{"id":"W3082334157","doi":"10.1021/jacs.0c00601","title":"Artificial Aquaporin That Restores Wound Healing of Impaired Cells","year":2020,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Science and Technology Commission of Shanghai Municipality; Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"Aquaporin; Chemistry; Water channel; Membrane; Cell permeability; Aquaporin 1; Wound healing; Cell membrane; Water transport; Cell biology; Biophysics; Membrane permeability; Biochemistry; Water flow; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002258922,0.0001152461,0.0003466497,0.0000138817,0.00003217415,0.00001736425,0.0003311337,0.0000487825,0.0000267211],"category_scores_gemma":[0.00008696623,0.00008494317,0.0004263532,0.0002989409,0.0002111767,0.00008325749,0.00003952691,0.0003764108,0.000001944079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009633981,"about_ca_system_score_gemma":0.00004687179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001181349,"about_ca_topic_score_gemma":2.045443e-7,"domain_scores_codex":[0.9988987,0.00003891868,0.0004734062,0.00008215989,0.0003564628,0.0001503359],"domain_scores_gemma":[0.999061,0.0001535264,0.0004502189,0.0001485519,0.00006842396,0.000118201],"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":[0.0000376054,0.00001572249,0.0001506391,0.00004187017,0.00004522357,8.125799e-7,0.000637662,0.001725426,0.9715906,0.000007752366,0.02509745,0.0006492781],"study_design_scores_gemma":[0.00007333323,0.0000567847,0.00007470655,0.00002742163,0.00002311164,0.00000478206,0.0002735226,0.003390052,0.9940479,0.0001174718,0.001824021,0.00008683311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931988,0.0001116539,0.004573453,0.001779821,0.0001429778,0.00006402785,0.000006975288,0.00006638628,0.00005589195],"genre_scores_gemma":[0.99154,0.00008327234,0.007410783,0.0006305838,0.0003088673,0.000001219651,4.767969e-7,0.00002118274,0.00000358839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02327343,"threshold_uncertainty_score":0.3463882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318729782673343,"score_gpt":0.2652939054029603,"score_spread":0.233420927135626,"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."}}