{"id":"W4309158425","doi":"10.3899/jrheum.220832","title":"Evaluation of Patient and Physician Assessments of Gastrointestinal Disease Activity in Systemic Sclerosis","year":2022,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Internal medicine; Disease; Scleroderma (fungus); Severity of illness; Quality of life (healthcare); Systemic scleroderma; Odds ratio; Cohort; Systemic disease; Gastrointestinal disease; Physical therapy; Gastroenterology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004370102,0.0003618402,0.0006311187,0.0009397648,0.0002498952,0.0006680217,0.0002863846,0.0005734363,0.001587018],"category_scores_gemma":[0.01809971,0.0001542719,0.0005470064,0.0009723892,0.0003189706,0.000656032,0.0004781999,0.00064651,0.0002594411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583993,"about_ca_system_score_gemma":0.0003150955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207584,"about_ca_topic_score_gemma":0.001768441,"domain_scores_codex":[0.9952027,0.00281152,0.0004995476,0.0003383332,0.001006727,0.0001411746],"domain_scores_gemma":[0.9833955,0.005813769,0.008123932,0.0004254663,0.001218966,0.001022473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002218434,0.0000678221,0.9956427,0.00003778769,0.000115354,0.00003825381,0.00007619963,0.0001009914,0.00007686982,0.00001113944,0.0001070089,0.003504035],"study_design_scores_gemma":[0.00002256805,0.0005764372,0.9981566,0.00001211495,0.0000448061,0.0003093426,0.00008255806,0.0005335091,0.00005307452,0.00002552831,0.0001766354,0.000006932702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957425,0.001053577,0.0004677871,0.0001838071,0.00001545262,0.0000532926,0.0007188243,0.00002253635,0.001742175],"genre_scores_gemma":[0.9987349,0.0001509821,0.0004558293,0.0000538171,0.00002287556,0.00003074453,0.000366178,0.00000205496,0.0001826452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004370102,"threshold_uncertainty_score":0.02311164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03827482939445305,"score_gpt":0.2990937775491033,"score_spread":0.2608189481546503,"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."}}