{"id":"W2789239867","doi":"10.1002/cjce.23205","title":"Surface treatment with amino acids of porous collagen based scaffolds to improve cell adhesion and proliferation","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université Laval","funders":"Fondation de l’Université Laval","keywords":"Biocompatibility; Scaffold; Glutaraldehyde; Adhesion; Chitosan; Cell adhesion; Chondrocyte; Chemistry; MTT assay; Regeneration (biology); Tissue engineering; Materials science; Biophysics; Biomedical engineering; Cell growth; In vitro; Biochemistry; Cell biology; Organic chemistry; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001251537,0.0003618723,0.0001670704,0.0001634756,0.000100672,0.0001918596,0.0001221534,0.0002230756,0.0004431975],"category_scores_gemma":[0.0001234592,0.0001151653,0.0002058778,0.0001018069,0.0001147693,0.0001591516,0.000113749,0.0002291586,0.0001097597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452542,"about_ca_system_score_gemma":0.000147811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006368819,"about_ca_topic_score_gemma":0.001202521,"domain_scores_codex":[0.9998999,0.00001519601,0.000009545583,0.00001693634,0.00003213558,0.00002632801],"domain_scores_gemma":[0.9998752,0.00002685943,0.00004221661,0.000009803387,0.00002628624,0.00001961786],"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":[0.00001326896,0.000004034579,0.00002306187,0.00001494954,0.000001251247,0.00001258158,0.000002767681,0.0000221296,0.9996835,0.00000637316,0.000002510087,0.0002137228],"study_design_scores_gemma":[0.000003512576,0.00009168471,0.0007712418,0.0000024049,0.000008341434,0.00005712777,0.000005263807,0.0002661558,0.9982958,0.000005132807,0.00049127,0.000001994679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917591,0.001942747,0.005301671,0.00004158157,0.00004452733,0.00002955405,0.00007557896,0.00003043334,0.0007748066],"genre_scores_gemma":[0.9927288,0.0009452564,0.005239901,0.00004153677,0.00001468939,0.00002376367,0.0001119449,0.00001571723,0.0008784832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006368819,"threshold_uncertainty_score":0.001482606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00683494066374918,"score_gpt":0.1951099139669119,"score_spread":0.1882749733031628,"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."}}