{"id":"W4404523226","doi":"10.1101/2024.11.14.622787","title":"Identification of Ephrin type-B receptor 4 as a critical mediator of tissue fibrosis","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Axon Guidance and Neuronal Signaling","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Queen's University; St. Michael's Hospital; Western University; Public Health Ontario; Arthritis Society; University of Toronto; University Health Network","funders":"Canada Research Chairs; Canada Foundation for Innovation","keywords":"Mediator; Identification (biology); Fibrosis; Receptor; Computational biology; Medicine; Biology; Cell biology; Pathology; Internal 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":[0.0001630884,0.0002204276,0.000212973,0.0001783029,0.0001202835,0.000235119,0.0001413345,0.0002352058,0.0008448372],"category_scores_gemma":[0.00009599434,0.0001067883,0.0002517685,0.00009541328,0.0001401901,0.0001645036,0.0001895664,0.0002881542,0.0001876988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079803,"about_ca_system_score_gemma":0.0001874872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004410906,"about_ca_topic_score_gemma":0.0003797873,"domain_scores_codex":[0.9999248,0.00001248564,0.000004596026,0.00001853057,0.00002516639,0.00001442128],"domain_scores_gemma":[0.9999286,0.00001151088,0.00002660594,0.000005578562,0.00001020134,0.00001750832],"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":[0.0001310945,0.00001279133,0.002208481,0.00005171513,0.00001823085,0.0001095605,0.000004336667,0.0004365652,0.99527,0.0001404992,0.00006261651,0.001554154],"study_design_scores_gemma":[0.00004294535,0.0003476701,0.06108543,0.00002313332,0.0001179121,0.001086505,0.00007635864,0.01484251,0.9175762,0.0005297414,0.004258648,0.00001283843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916854,0.002799982,0.00413502,0.0001716434,0.00002068753,0.00001238539,0.0003855496,0.00004913769,0.0007402766],"genre_scores_gemma":[0.9957852,0.0009609882,0.00191458,0.00005726618,0.000008670663,0.00001010627,0.0004636139,0.000006255813,0.000793282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008448372,"threshold_uncertainty_score":0.002826273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237754574534067,"score_gpt":0.2797389732191781,"score_spread":0.2559635157657714,"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."}}