{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001124517,0.003487003,0.002838305,0.002277973,0.001432053,0.002270573,0.003005869,0.004105831,0.003044027],"category_scores_gemma":[0.003618107,0.003446349,0.001428026,0.001595502,0.001962551,0.0003531622,0.005505976,0.005152147,0.0003680044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083849,"about_ca_system_score_gemma":0.002302628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009280893,"about_ca_topic_score_gemma":0.0001883263,"domain_scores_codex":[0.98184,0.001388545,0.002703996,0.006176308,0.003432643,0.00445847],"domain_scores_gemma":[0.9899685,0.001476557,0.0009140479,0.001980986,0.003078189,0.002581719],"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":[0.004046203,0.0004601127,0.001979463,0.01067175,0.002092464,0.00002103732,0.002426483,0.000004327147,0.9435044,0.0003347422,0.02820271,0.006256329],"study_design_scores_gemma":[0.004114758,0.003053804,0.002873035,0.00241539,0.0001171097,0.00004213115,0.0007261082,0.0001382092,0.9633496,0.0009107359,0.01838875,0.00387035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528008,0.002369602,0.002507668,0.003726767,0.002029398,0.008743745,0.02696636,0.0006224836,0.0002331471],"genre_scores_gemma":[0.964046,0.01006116,0.005908019,0.0001697068,0.003913363,0.002211096,0.009552861,0.001570159,0.002567646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984523,"threshold_uncertainty_score":0.999868,"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."}}