{"id":"W4395077173","doi":"10.1093/rheumatology/keae163.186","title":"P147 M2 macrophage associated fibrosis in early stage systemic sclerosis: an update on plasma biomarkers","year":2024,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"CSL Behring; GlaxoSmithKline","keywords":"Medicine; Fibrosis; Systemic disease; Macrophage; Systemic scleroderma; Pathology; Immunology; Immunopathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001896989,0.0009122538,0.001824148,0.002808855,0.0002188253,0.001946627,0.0007733709,0.001277813,0.001240768],"category_scores_gemma":[0.001956675,0.0003484024,0.0005981358,0.001640159,0.0005965206,0.001519178,0.0007126494,0.001412972,0.0008868846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752974,"about_ca_system_score_gemma":0.0005256871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005342741,"about_ca_topic_score_gemma":0.0005753184,"domain_scores_codex":[0.9994424,0.0001616779,0.000101517,0.00009492609,0.0001616558,0.00003774062],"domain_scores_gemma":[0.9983032,0.000743329,0.0002346794,0.00005384043,0.0005783421,0.00008658795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001077148,0.0001466947,0.01911965,0.005116388,0.0005286764,0.001458148,0.0001020539,0.000390734,0.004083491,0.002036189,0.02450333,0.9414375],"study_design_scores_gemma":[0.0004351117,0.001897051,0.076337,0.01356936,0.00244524,0.0257047,0.0004962946,0.003765461,0.009088467,0.0107281,0.8552861,0.000246983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003344051,0.9912718,0.001428372,0.001797151,0.0004554295,0.00001668181,0.0001184497,0.00005389959,0.001514243],"genre_scores_gemma":[0.07368679,0.9081315,0.007663813,0.002826938,0.004259067,0.0001606874,0.0006848894,0.00003741765,0.002548882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002808855,"threshold_uncertainty_score":0.01003236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241394020228399,"score_gpt":0.2590267325585789,"score_spread":0.2366127923562949,"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."}}