{"id":"W4398168417","doi":"10.12688/f1000research.143514.2","title":"Essential growth factor receptors for fibroblast homeostasis and activation: Fibroblast Growth Factor Receptor (FGFR), Platelet Derived Growth Factor Receptor (PDGFR), and Transforming Growth Factor β Receptor (TGFβR)","year":2024,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Fibroblast Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Fibroblast growth factor receptor; Fibroblast growth factor receptor 3; Growth factor receptor; Fibroblast growth factor receptor 4; Fibroblast growth factor receptor 2; Transforming growth factor; Growth factor receptor inhibitor; Platelet-derived growth factor receptor; Insulin-like growth factor 1 receptor; Receptor; Fibroblast growth factor; Cell biology; Cancer research; Biology; Endocrinology; Growth factor; Internal medicine; Medicine","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":[0.0003769453,0.0009691262,0.0004605692,0.0005524242,0.00032683,0.0005102081,0.0004969927,0.0009294066,0.01379919],"category_scores_gemma":[0.0007080393,0.0002647798,0.0003656913,0.0005954956,0.0004064045,0.0004529404,0.0003922786,0.000778898,0.01364505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008124881,"about_ca_system_score_gemma":0.0006512611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192313,"about_ca_topic_score_gemma":0.00291477,"domain_scores_codex":[0.9997222,0.00004441023,0.00002027258,0.0000375217,0.0001397626,0.00003587307],"domain_scores_gemma":[0.9998554,0.00002676888,0.00002241559,0.00001442721,0.00005948118,0.00002145982],"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":[0.0004212286,0.00004089614,0.0009822177,0.003614368,0.00005962078,0.001498901,0.0001664417,0.0008122446,0.5665331,0.03455393,0.1872408,0.2040763],"study_design_scores_gemma":[0.00006394382,0.00006420994,0.006818544,0.0002184618,0.00003748485,0.002705368,0.00009411762,0.001608768,0.1863735,0.005364847,0.7966177,0.00003310623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1046802,0.3382898,0.1343059,0.02982748,0.01102635,0.0004664546,0.04021574,0.004303427,0.3368846],"genre_scores_gemma":[0.3762477,0.1907317,0.09498546,0.001885751,0.001665078,0.0004229653,0.04646426,0.001365973,0.2862311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01379919,"threshold_uncertainty_score":0.0461629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414950411412395,"score_gpt":0.2939290534107001,"score_spread":0.2697795492965761,"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."}}