{"id":"W6999308845","doi":"","title":"Contractility-mediated nuclear deformation determines yes-associated protein mechanotransduction in mesenchymal stem cells","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mechanotransduction; Mesenchymal stem cell; Deformation (meteorology); Stem cell; Strain (injury)","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":[0.0001791791,0.00009377146,0.0001080579,0.0001481094,0.0002578463,0.0004649934,0.0001978487,0.0001949317,0.00451923],"category_scores_gemma":[0.0001857347,0.0001508489,0.0001379148,0.0001055284,0.0001601933,0.000223298,0.0003942694,0.0003408801,0.001067837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002251979,"about_ca_system_score_gemma":0.0001876533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008765403,"about_ca_topic_score_gemma":0.002521562,"domain_scores_codex":[0.9999043,0.000008890155,0.000006434338,0.00001938068,0.00003065911,0.00003042],"domain_scores_gemma":[0.9998686,0.00004153897,0.0000210688,0.000009703963,0.00002015035,0.00003886641],"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":[0.0001068006,0.00001745377,0.0005199739,0.00001458159,0.000001723157,0.00004155324,0.00004945754,0.00004093856,0.9960979,0.0003286369,0.000152822,0.00262821],"study_design_scores_gemma":[0.00002380461,0.0001559904,0.08018078,0.00001682433,0.0000153521,0.0001645397,0.0003698808,0.001446067,0.913017,0.0001404292,0.004457818,0.00001156736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910777,0.0006264155,0.001565008,0.0002346074,0.00003875375,0.00001368379,0.0002233764,0.00002715998,0.006193322],"genre_scores_gemma":[0.9882296,0.0005833821,0.0005823999,0.00008207568,0.000009407551,0.00001821303,0.0003030134,0.00002169478,0.01017012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00451923,"threshold_uncertainty_score":0.0151183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199736645191495,"score_gpt":0.2427079087528152,"score_spread":0.2227342442336657,"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."}}