{"id":"W2465213548","doi":"10.21769/bioprotoc.1693","title":"Porous Scaffold Seeding and Chondrogenic Differentiation of BMSC-seeded Scaffolds","year":2015,"lang":"en","type":"article","venue":"BIO-PROTOCOL","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Chondrogenesis; Mesenchymal stem cell; Scaffold; Cartilage; Extracellular matrix; Cell biology; Tissue engineering; Seeding; Chemistry; Stromal cell; Biomedical engineering; Articular cartilage repair; Materials science; Anatomy; Articular cartilage; Biology; Pathology; Medicine; Osteoarthritis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003136485,0.0004016479,0.000176634,0.0004753785,0.0003045224,0.000305813,0.0002410392,0.0004441123,0.002061597],"category_scores_gemma":[0.0001957178,0.0002083144,0.0003295163,0.000346095,0.0002443059,0.0002674196,0.0002870631,0.0003983154,0.0005656785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000357606,"about_ca_system_score_gemma":0.0008300917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206764,"about_ca_topic_score_gemma":0.006604031,"domain_scores_codex":[0.9997684,0.00001598052,0.00003838976,0.00004699594,0.00008462425,0.00004557993],"domain_scores_gemma":[0.9998786,0.00002752764,0.00002205047,0.00001490541,0.00003063781,0.00002625544],"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":[0.000118547,0.000034099,0.00009057917,0.00007167815,0.000004357289,0.00004947823,0.00002616274,0.00009677358,0.9963588,0.0002771167,0.0001472249,0.00272521],"study_design_scores_gemma":[0.00003088167,0.0002101659,0.002465123,0.00001546416,0.0000244136,0.0001531695,0.00001916465,0.0008295485,0.9889727,0.0000783747,0.007193227,0.000007819757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272531,0.004478351,0.04130502,0.0001912678,0.0003503882,0.0007260742,0.002570341,0.0005498312,0.02257557],"genre_scores_gemma":[0.9236322,0.002474892,0.04644221,0.0001329901,0.00005911684,0.0008122085,0.004873839,0.00008792354,0.02148462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00206764,"threshold_uncertainty_score":0.006896734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03666449546762825,"score_gpt":0.3047865832266376,"score_spread":0.2681220877590094,"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."}}