{"id":"W3159924470","doi":"10.1111/wrr.12923","title":"Keloid tissue analysis discredits a role for myofibroblasts in disease pathogenesis","year":2021,"lang":"en","type":"article","venue":"Wound Repair and Regeneration","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada; British Skin Foundation","keywords":"Keloid; Myofibroblast; Pathogenesis; Medicine; Disease; Pathology; Fibrosis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009942239,0.00009694044,0.0002287102,0.0001400175,0.0001136788,0.00003504428,0.00001806069,0.00007180935,0.00003410669],"category_scores_gemma":[0.00005787333,0.00006591138,0.0001272586,0.0003554527,0.00003455206,0.00005347438,0.00002393323,0.00004158098,0.000002335975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003693337,"about_ca_system_score_gemma":0.0001145703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002521233,"about_ca_topic_score_gemma":0.0001938021,"domain_scores_codex":[0.9991274,0.00005702657,0.0001805423,0.0003142895,0.0001552719,0.0001654845],"domain_scores_gemma":[0.999499,0.00003216131,0.00002740617,0.0001959274,0.00009499327,0.0001504901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001382024,0.002588453,0.7352719,0.001083035,0.002702028,0.002030834,0.001508932,0.001757389,0.1777195,0.003101673,0.004121915,0.06673228],"study_design_scores_gemma":[0.0031518,0.000325634,0.9095833,0.0001034454,0.001612872,0.0001095887,0.0004353703,0.03196826,0.02188061,0.000612615,0.02991087,0.0003055727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891089,0.006325292,0.001540187,0.002094093,0.00007243779,0.000464496,0.00003801015,0.00004973738,0.0003068152],"genre_scores_gemma":[0.9889328,0.0004242853,0.002340305,0.00008887375,0.0001454446,0.0001205504,0.000555201,0.000009930418,0.007382572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1743114,"threshold_uncertainty_score":0.2687788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470159774132249,"score_gpt":0.3005536587449444,"score_spread":0.2858520610036219,"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."}}