{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001578446,0.0001874435,0.0003297828,0.0001318565,0.00004858747,0.00002352434,0.00005759333,0.0001393539,0.00008509558],"category_scores_gemma":[0.00003193818,0.0001535598,0.00007717998,0.0001482742,0.00005035405,0.0001139137,0.00005634695,0.00004140896,0.00002848335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000660002,"about_ca_system_score_gemma":0.00008825139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002525171,"about_ca_topic_score_gemma":0.00001221167,"domain_scores_codex":[0.9988523,0.00002480419,0.0003106088,0.0002627374,0.0003184424,0.000231177],"domain_scores_gemma":[0.9992317,0.00001436281,0.0001554175,0.0002347447,0.0001266109,0.0002371522],"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":[0.002610714,0.001070319,0.09517756,0.0007580351,0.0001704296,0.00008637798,0.0008620245,5.49198e-7,0.8316724,0.001902745,0.002035758,0.06365305],"study_design_scores_gemma":[0.046681,0.008485403,0.01553816,0.0006898,0.0003111447,0.000247916,0.000561494,0.0001155872,0.914982,0.0008969464,0.01099553,0.0004950528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6534747,0.00002090502,0.00001850772,0.00009371262,0.00009757953,0.3439186,0.000007542769,0.00008978117,0.002278733],"genre_scores_gemma":[0.6158888,6.846829e-7,0.0006349117,0.00004449327,0.000137631,0.3824498,0.00002049467,0.00002567035,0.000797498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08330953,"threshold_uncertainty_score":0.6261987,"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."}}