{"id":"W2618360436","doi":"10.1002/jcp.26018","title":"Effects of mechanical loading on human mesenchymal stem cells for cartilage tissue engineering","year":2017,"lang":"en","type":"review","venue":"Journal of Cellular Physiology","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; University of British Columbia Hospital","funders":"Universiti Malaya","keywords":"Chondrogenesis; Cartilage; Mesenchymal stem cell; Tissue engineering; Articular cartilage; Chondrocyte; Mechanotransduction; Articular cartilage repair; Biomedical engineering; Autologous chondrocyte implantation; Medicine; Cell biology; Anatomy; Osteoarthritis; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003029992,0.0004126091,0.003306136,0.0002888414,0.00007213261,0.00001145339,0.0002683699,0.0004641202,0.00001543118],"category_scores_gemma":[0.00005395435,0.0003031609,0.001128439,0.00004791707,0.00003594838,0.00004910251,0.0000527833,0.000476201,0.00001243527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018916,"about_ca_system_score_gemma":0.0001439859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.887865e-7,"about_ca_topic_score_gemma":1.878424e-7,"domain_scores_codex":[0.9981416,0.0001131653,0.0009139432,0.0002619078,0.0002306535,0.0003387342],"domain_scores_gemma":[0.9975321,0.0003748524,0.001411474,0.0003702904,0.0001289112,0.0001823189],"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":[0.00007410769,0.0001662385,1.883604e-8,0.01689794,0.0002466821,0.0003588008,0.00001937541,0.000001189645,0.8506156,0.0004783514,0.00005292564,0.1310888],"study_design_scores_gemma":[0.002068586,0.008972477,2.086178e-7,0.01775682,0.002655642,0.0001611735,0.00000395761,0.000002845664,0.70766,0.00006547934,0.2604499,0.0002028648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008026068,0.9886392,0.0003251692,0.000006359143,0.001567719,0.00136125,0.00001534624,0.00001334302,0.00004552547],"genre_scores_gemma":[0.0357172,0.9597713,0.0009168676,0.00001673958,0.002317345,0.00006824572,0.00004571684,0.0001723852,0.0009741454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.260397,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05331558570904396,"score_gpt":0.3405955711719171,"score_spread":0.2872799854628731,"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."}}