{"id":"W2979770664","doi":"10.1016/j.ajpath.2019.09.006","title":"Insights into Fibroblast Plasticity","year":2019,"lang":"en","type":"article","venue":"American Journal Of Pathology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Scleroderma Society of Ontario; Arthritis Society","keywords":"Myofibroblast; Biology; SOX2; Cell biology; Fibroblast; Cancer research; Cellular differentiation; Pathology; Cell culture; Fibrosis; Embryonic stem cell; Medicine; 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":[0.0003248481,0.0003259065,0.0002219609,0.0006959962,0.0003614472,0.001022925,0.0004456486,0.0006664428,0.003357188],"category_scores_gemma":[0.0003888178,0.0001371915,0.000292615,0.0002321384,0.000624578,0.00103303,0.0006486928,0.001300861,0.0007938622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003419808,"about_ca_system_score_gemma":0.0002954722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003800752,"about_ca_topic_score_gemma":0.0005190799,"domain_scores_codex":[0.9998368,0.00002312842,0.000007012026,0.00002824265,0.0000644734,0.00004033338],"domain_scores_gemma":[0.9998333,0.00004702509,0.00001625872,0.00002839078,0.00002966961,0.00004533871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002500987,0.00009102927,0.001794193,0.0003770498,0.00003485602,0.002042049,0.0005756597,0.001242253,0.4908504,0.2829597,0.01012425,0.2096585],"study_design_scores_gemma":[0.00006252716,0.0003692328,0.01072737,0.0002577147,0.00007288648,0.006087008,0.0008935405,0.005877576,0.2607957,0.2598674,0.4549239,0.00006505604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3941288,0.1468052,0.09407201,0.0362014,0.005514958,0.0001001567,0.001046672,0.000622533,0.3215082],"genre_scores_gemma":[0.9189804,0.03731191,0.007658673,0.00187349,0.0009334533,0.0000637545,0.0002237736,0.00005858141,0.03289592],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003357188,"threshold_uncertainty_score":0.01123095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007439893820704905,"score_gpt":0.2602732254351135,"score_spread":0.2528333316144086,"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."}}