{"id":"W3164768617","doi":"10.1007/978-1-0716-1382-5_13","title":"Soft Substrate Culture to Mechanically Control Cardiac Myofibroblast Activation","year":2021,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"In vitro; In vivo; Cell culture; Cell biology; Fibroblast; Phenotype; Myofibroblast; Biology; Cell; Neuroscience; Medicine; Pathology; Biotechnology; Biochemistry; Genetics","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":[0.000279096,0.0003545721,0.0002608695,0.0002262281,0.0002533423,0.0007741274,0.0002726759,0.0002985636,0.002064593],"category_scores_gemma":[0.000201905,0.0001813119,0.0002416999,0.0001946195,0.0002689504,0.0002362673,0.0004142452,0.0006868558,0.0004723614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002453971,"about_ca_system_score_gemma":0.0002555104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004484776,"about_ca_topic_score_gemma":0.002584236,"domain_scores_codex":[0.9996942,0.00003138437,0.00003166113,0.00007571186,0.0001062378,0.00006086393],"domain_scores_gemma":[0.9997818,0.00007664407,0.000051311,0.00003137862,0.00002162377,0.00003727718],"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":[0.00002999427,0.00001597523,0.00005117093,0.00003943029,0.000003473274,0.00002219492,0.0000203593,0.0000755881,0.9982495,0.00008277166,0.00005492312,0.001354574],"study_design_scores_gemma":[0.00001003329,0.0001210977,0.00105008,0.000008436749,0.0000124387,0.00005003103,0.00002861272,0.001270755,0.9948989,0.00003213329,0.002513004,0.000004393945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9475185,0.005651099,0.03598898,0.0002224708,0.0005077723,0.0001522055,0.0005056962,0.0002188263,0.009234443],"genre_scores_gemma":[0.9755029,0.001600178,0.01425244,0.0001775717,0.00005985605,0.0001422899,0.0004164708,0.0001091081,0.007739174],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002064593,"threshold_uncertainty_score":0.006906748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531691775287392,"score_gpt":0.3677144722718053,"score_spread":0.3523975545189314,"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."}}