{"id":"W2159556274","doi":"10.1098/rsif.2013.0179","title":"Mesenchymal stem cell mechanobiology and emerging experimental platforms","year":2013,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mechanobiology; Mesenchymal stem cell; Cell mechanics; Mechanotransduction; Cell function; Function (biology); Computer science; Nanotechnology; Cell; Biology; Cell biology; Materials science; Cytoskeleton","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001875743,0.0006455175,0.0005463642,0.001006876,0.0003362964,0.00138679,0.001166446,0.0009815978,0.002633384],"category_scores_gemma":[0.000880871,0.000476,0.0004098563,0.0005709017,0.001004665,0.002206221,0.00115865,0.001641889,0.001313938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006916605,"about_ca_system_score_gemma":0.0005954615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000192237,"about_ca_topic_score_gemma":0.0002891978,"domain_scores_codex":[0.9993312,0.0001251325,0.00005768024,0.000115726,0.0003244014,0.00004594343],"domain_scores_gemma":[0.9994084,0.0002112622,0.0001029809,0.00007136701,0.0001272391,0.00007885622],"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":[0.0002105965,0.0001183476,0.0005581895,0.002866822,0.00004648516,0.0004845311,0.0002268009,0.00286573,0.6560451,0.1305042,0.005390767,0.2006826],"study_design_scores_gemma":[0.00005613604,0.0007122944,0.001338679,0.000680688,0.00008711767,0.001552365,0.000249576,0.006289218,0.542239,0.05209622,0.3945773,0.0001214074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07597206,0.3629378,0.5068852,0.009615224,0.002876698,0.0004532935,0.002033121,0.001999741,0.03722684],"genre_scores_gemma":[0.2487187,0.2732888,0.4599063,0.002870752,0.001773578,0.001018607,0.001878175,0.0003132781,0.01023187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002633384,"threshold_uncertainty_score":0.009920001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006095076807393607,"score_gpt":0.228824535021655,"score_spread":0.2227294582142614,"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."}}