{"id":"W3145503764","doi":"10.1016/j.ymeth.2021.04.004","title":"Isolation and culture of adult murine cardiac atrial and ventricular fibroblasts and myofibroblasts","year":2021,"lang":"en","type":"article","venue":"Methods","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Myofibroblast; Fibroblast; Extracellular matrix; Cardiac fibrosis; Cell biology; In vitro; Phenotype; Extracellular; Wound healing; Fibrosis; Biology; Pathology; Chemistry; Medicine; Immunology; Biochemistry","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":[0.0006521278,0.0004953256,0.0003087888,0.0004959229,0.0003254421,0.0002487648,0.000473899,0.0003723916,0.00203685],"category_scores_gemma":[0.0002471963,0.0002163884,0.0003680286,0.000269657,0.0001629885,0.0001840101,0.0003597202,0.0006185374,0.001466574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008170836,"about_ca_system_score_gemma":0.0002283947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002948995,"about_ca_topic_score_gemma":0.0007779195,"domain_scores_codex":[0.999611,0.00004722259,0.00007331038,0.00008529471,0.0001224718,0.00006074579],"domain_scores_gemma":[0.9996594,0.00006231735,0.00004869604,0.00008466539,0.0000627177,0.00008220361],"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":[0.0001181274,0.0001039003,0.0003145908,0.00007765822,0.000005205938,0.0001632259,0.00008246634,0.0001139088,0.9940533,0.0002898798,0.0001545312,0.004523103],"study_design_scores_gemma":[0.0001468397,0.001934769,0.01071499,0.0001048249,0.00006370767,0.001536369,0.0001272915,0.001786336,0.9435611,0.0003004848,0.03969691,0.00002651586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8015041,0.01198506,0.1556839,0.0002643083,0.0005800513,0.003477955,0.008287136,0.000480438,0.01773699],"genre_scores_gemma":[0.7194608,0.01032935,0.2268698,0.0003785426,0.0003037458,0.005027121,0.0118871,0.0002289472,0.0255145],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00203685,"threshold_uncertainty_score":0.006813884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130886232541847,"score_gpt":0.3196841374105113,"score_spread":0.3065955141563266,"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."}}