{"id":"W4392433383","doi":"10.1016/j.matbio.2024.02.009","title":"The role of positional information in determining dermal fibroblast diversity","year":2024,"lang":"en","type":"article","venue":"Matrix Biology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Dermis; Connective tissue; Extracellular matrix; Scars; Fibrosis; Fibroblast; Pathology; Dermal fibroblast; Connective tissue disease; Myofibroblast; Scleroderma (fungus); Epidermis (zoology); Cell biology; Biology; Medicine; Anatomy; Disease; Autoimmune disease; Cell culture","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":[0.0004487271,0.0001939029,0.0002564897,0.0004957859,0.0004756409,0.00139422,0.0002706886,0.0003739632,0.001766492],"category_scores_gemma":[0.0009353421,0.0002061107,0.0001707956,0.0004198266,0.0004854079,0.0009062427,0.0004730528,0.000410633,0.0007008831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003952288,"about_ca_system_score_gemma":0.0003662324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476015,"about_ca_topic_score_gemma":0.002616131,"domain_scores_codex":[0.9996045,0.00007511048,0.0000217,0.0001306558,0.0001146839,0.00005343622],"domain_scores_gemma":[0.9994987,0.0002210306,0.00009250332,0.00004393633,0.00009644791,0.00004738862],"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":[0.0002213164,0.00001691162,0.008930025,0.0003588991,0.00002830888,0.0004216441,0.0003649656,0.0007179026,0.8875248,0.006458601,0.0006448904,0.09431171],"study_design_scores_gemma":[0.00004396222,0.0004847598,0.1419029,0.0004546168,0.0002321885,0.003784357,0.001717407,0.007813724,0.7284478,0.01346472,0.1014742,0.0001795229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8130287,0.08183928,0.06023047,0.001569092,0.0004581617,0.0000655965,0.001661168,0.0002880193,0.04085959],"genre_scores_gemma":[0.9665659,0.01861408,0.009914033,0.0002774276,0.00009804021,0.00002696824,0.000585562,0.00005614834,0.003861721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001766492,"threshold_uncertainty_score":0.005909562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009068183104743914,"score_gpt":0.3059395746202336,"score_spread":0.2968713915154897,"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."}}