{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001255167,0.000175275,0.0001951256,0.0001522326,0.0001191904,0.0002351551,0.0002211809,0.0003388419,0.0004704122],"category_scores_gemma":[0.0001268226,0.00008717718,0.0001241672,0.00009074492,0.0002081348,0.0002841715,0.0001957563,0.0004545349,0.0001392278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153597,"about_ca_system_score_gemma":0.0001625567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009560728,"about_ca_topic_score_gemma":0.0001288159,"domain_scores_codex":[0.9999212,0.0000119118,0.000006977974,0.00001896821,0.00002631308,0.00001452065],"domain_scores_gemma":[0.9998994,0.00001733823,0.00002943112,0.00001158633,0.00001621749,0.00002607729],"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":[0.00003247749,0.00001515629,0.0000323996,0.00002229163,0.000002846235,0.00002690017,0.000008610038,0.0001197539,0.9983788,0.0002388779,0.00004366854,0.001078309],"study_design_scores_gemma":[0.000007263776,0.00007716784,0.0003682047,0.000002174147,0.000005427114,0.0001381211,0.00001262812,0.001668291,0.9943943,0.00008120491,0.003241217,0.000003994127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659232,0.0008544259,0.03043258,0.0002499979,0.0001555065,0.00004076171,0.0001560145,0.0003297123,0.001857722],"genre_scores_gemma":[0.9795003,0.0006227142,0.01721646,0.0001100999,0.00001628123,0.00004236839,0.0001704147,0.00006216446,0.002259287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004704122,"threshold_uncertainty_score":0.001573622,"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."}}