{"id":"W4384119684","doi":"10.1002/cpz1.840","title":"Isolation of Adult Mouse Cardiac Fibroblasts","year":2023,"lang":"en","type":"article","venue":"Current Protocols","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Extracellular matrix; Myofibroblast; Cell biology; Mesenchymal stem cell; Wound healing; Fibroblast; Biology; Cell culture; In vitro; Primary culture; Inflammation; Immunology; Pathology; Medicine; Fibrosis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001546166,0.0001080249,0.0003148822,0.0001219861,0.00003661672,0.00001280029,0.00004842879,0.00006239423,0.00001991733],"category_scores_gemma":[0.00008529417,0.0000881529,0.0002540245,0.0003233448,0.00002868047,0.00006848348,0.00005020377,0.0001255905,0.0001035354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000298048,"about_ca_system_score_gemma":0.00006638422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003947356,"about_ca_topic_score_gemma":1.922209e-7,"domain_scores_codex":[0.9990008,0.00002978006,0.0003031818,0.000195162,0.0002823373,0.0001887372],"domain_scores_gemma":[0.9992996,0.00002641876,0.00009262732,0.0002855436,0.0002122654,0.0000834991],"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":[0.0005003092,0.0002874036,0.06799463,0.004122171,0.000121324,0.000001385103,0.0008175102,0.0006792301,0.8319746,0.0008613691,0.02727891,0.06536115],"study_design_scores_gemma":[0.009673674,0.001905418,0.2333741,0.01316371,0.0003514445,0.00001210101,0.0004172677,0.0507155,0.497358,0.0005527227,0.1912705,0.001205607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8213325,0.0001700306,0.001773366,0.0003524438,0.0007337623,0.1727058,0.0001236326,0.0005566589,0.002251816],"genre_scores_gemma":[0.8653946,0.0001596347,0.002343602,0.00004788754,0.001436287,0.1284204,0.0003659244,0.0001172183,0.001714473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3346166,"threshold_uncertainty_score":0.3594771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479022407317079,"score_gpt":0.3625195029283688,"score_spread":0.3146172621966609,"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."}}