{"id":"W4401068477","doi":"10.1016/j.jid.2024.05.033","title":"How to Keep Myofibroblasts under Control: Culture of Mouse Skin Fibroblasts on Soft Substrates","year":2024,"lang":"en","type":"article","venue":"Journal of Investigative Dermatology","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of California, San Diego; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Myofibroblast; Soft tissue; Cell biology; Fibroblast; Biology; Medicine; Pathology; Cell culture; Genetics; Fibrosis","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":[0.0005877583,0.0004899059,0.0004521314,0.0002221237,0.0004207727,0.0007778173,0.0004878088,0.0006245769,0.0009700726],"category_scores_gemma":[0.0003620845,0.0003117812,0.0004189644,0.0002782633,0.0004219718,0.0004811956,0.0003838714,0.0007644512,0.0005367041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687567,"about_ca_system_score_gemma":0.0003150345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009969814,"about_ca_topic_score_gemma":0.002136778,"domain_scores_codex":[0.9995463,0.00006077767,0.00007032639,0.0001273462,0.0001327508,0.00006245307],"domain_scores_gemma":[0.9997033,0.00008338697,0.0000431291,0.00007997907,0.00004463042,0.00004552765],"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":[0.00003652761,0.000009923501,0.000146664,0.00003781966,0.000004600058,0.00005733402,0.00006086214,0.0000858776,0.9978647,0.00009097043,0.00006049953,0.001544231],"study_design_scores_gemma":[0.00001449128,0.0001054487,0.001352819,0.00001494909,0.00002056153,0.0001934961,0.00007197433,0.0009753075,0.9933643,0.0001059134,0.003765491,0.0000152112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280202,0.007191709,0.05600796,0.001213905,0.0007190643,0.0002337182,0.0009111705,0.0002625695,0.005439604],"genre_scores_gemma":[0.8985344,0.004142726,0.0883533,0.000370335,0.0001469454,0.0003385139,0.0009116389,0.0002041287,0.006998022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009969814,"threshold_uncertainty_score":0.003245175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086787719917764,"score_gpt":0.2459285750642988,"score_spread":0.2350606978651212,"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."}}