{"id":"W1999963254","doi":"10.1016/j.actbio.2013.02.010","title":"Perfused culture of gingival fibroblasts in a degradable/polar/hydrophobic/ionic polyurethane (D-PHI) scaffold leads to enhanced proliferation and metabolic activity","year":2013,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Tissue engineering; Scaffold; Regeneration (biology); Cell culture; Tissue culture; Biomedical engineering; Chemistry; Perfusion; Biophysics; Cell biology; Materials science; Biochemistry; In vitro; Biology; Medicine; Internal medicine","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":[0.00007984952,0.0002246192,0.0004308272,0.0001745954,0.00005648298,0.00007997038,0.00005917293,0.0001477032,0.0001790668],"category_scores_gemma":[0.00004030188,0.000171319,0.00005149464,0.000269175,0.00004827612,0.0002991442,0.00004404157,0.00004609849,0.00004098308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007082218,"about_ca_system_score_gemma":0.00007593721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007954707,"about_ca_topic_score_gemma":0.0001944726,"domain_scores_codex":[0.9988703,0.0000729419,0.0002673306,0.0003144377,0.0002091704,0.0002658599],"domain_scores_gemma":[0.9994072,0.000006729489,0.00009659093,0.0002325077,0.00008080398,0.0001761471],"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":[0.0003511437,0.000190882,0.0040118,0.00006273104,0.00004162854,0.000004652929,0.0007947935,3.93257e-7,0.9937326,0.00001808749,0.0002095898,0.0005816622],"study_design_scores_gemma":[0.001886131,0.0003718969,0.1184353,0.0001072199,0.00004258296,0.00002719588,0.00002618876,0.0000739835,0.8787301,0.00000822608,0.0001564743,0.0001347681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979797,0.0001686005,0.00001385208,0.0005918182,0.000233031,0.0008612014,0.00002838202,0.00004430066,0.00007912364],"genre_scores_gemma":[0.9980726,0.00003391865,0.0005844906,0.0001163939,0.00008433473,0.00009324859,0.00007825557,0.0000226465,0.0009140633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150026,"threshold_uncertainty_score":0.6986186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068075575442029,"score_gpt":0.2587043912298254,"score_spread":0.2480236354754051,"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."}}