{"id":"W4411150901","doi":"10.58931/crt.2025.2157","title":"Capillaroscopy in Systemic Autoimmune Rheumatic Diseases: A Clinical Tool Linking Diagnosis and Pathogenesis","year":2025,"lang":"en","type":"article","venue":"Canadian rheumatology today.","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Women and Children’s Health Research Institute; Arthritis Research Centre of Canada; University of Calgary","funders":"","keywords":"Pathogenesis; Medicine; Immunology; Rheumatic disease; Dermatology; Rheumatoid arthritis","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":[0.002765617,0.000826049,0.001124949,0.004784804,0.0007545656,0.002296042,0.0007129996,0.001837761,0.002308536],"category_scores_gemma":[0.006665953,0.0004373498,0.0004224815,0.001938815,0.001132572,0.002011325,0.00113817,0.002117153,0.0008277095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005962049,"about_ca_system_score_gemma":0.0005860226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727892,"about_ca_topic_score_gemma":0.001432203,"domain_scores_codex":[0.9984902,0.00053324,0.0001748428,0.0001958128,0.0004434702,0.0001623503],"domain_scores_gemma":[0.9964515,0.00155224,0.000776285,0.0001882835,0.0006266009,0.000405172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0011161,0.000403141,0.7207219,0.001375629,0.000308638,0.02465175,0.0008634815,0.0007370645,0.01704973,0.005460191,0.007928181,0.2193842],"study_design_scores_gemma":[0.0002293642,0.00153442,0.6780532,0.005346222,0.0006602815,0.2355625,0.002134744,0.008273919,0.007490294,0.01001572,0.0504557,0.0002436309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4678528,0.4103317,0.03782847,0.0134666,0.002178726,0.0005238315,0.001040008,0.0009983414,0.0657796],"genre_scores_gemma":[0.9401689,0.04407331,0.009350474,0.001535668,0.002210103,0.00008494089,0.0003102664,0.00004416575,0.002222135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004784804,"threshold_uncertainty_score":0.01462615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505294835749329,"score_gpt":0.2859988633781179,"score_spread":0.2709459150206247,"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."}}