{"id":"W4287010281","doi":"10.3390/cells11152272","title":"Canadian Contributions in Fibroblast Biology","year":2022,"lang":"en","type":"review","venue":"Cells","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Myofibroblast; Fibroblast; Fibrosis; Cardiac fibrosis; Stromal cell; Biology; Pathology; Phenotype; Cell biology; Immunology; Medicine; Cancer research; Cell culture; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001802072,0.0001767765,0.001188172,0.0003611276,0.00006590123,0.000008443343,0.00008041041,0.0002676965,0.001069027],"category_scores_gemma":[0.00003656108,0.0001442129,0.0004840979,0.0003019723,0.0000240618,0.0000080586,0.0000469065,0.0005231609,0.0001535106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009927435,"about_ca_system_score_gemma":0.00160167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02191003,"about_ca_topic_score_gemma":0.007186168,"domain_scores_codex":[0.9989182,0.00008949186,0.0003389767,0.0002592515,0.00006007466,0.0003340438],"domain_scores_gemma":[0.9993377,0.00009925567,0.00006578765,0.0002633192,0.00001921259,0.0002147388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004094664,0.0000449485,0.0000146612,0.008382619,0.0001687725,0.00007654002,0.00003885505,0.00001548155,0.00005810586,0.0004349895,0.01164736,0.9791136],"study_design_scores_gemma":[0.0001460543,0.00003102149,0.000002546522,0.002731866,0.0002348743,0.00004519804,0.000007888677,0.000009764591,0.000001658381,0.000009568371,0.9966469,0.0001327004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004098381,0.9912074,0.000004450662,0.00006879244,0.0004428813,0.000552486,0.0006161361,0.00001400438,0.007089794],"genre_scores_gemma":[0.00003074469,0.9975534,0.00003636936,0.00008111935,0.0001934569,0.00004882209,0.001031535,0.00002889831,0.0009956378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9849995,"threshold_uncertainty_score":0.9998441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673132848706543,"score_gpt":0.3351240054496498,"score_spread":0.2983926769625843,"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."}}