{"id":"W2969114318","doi":"10.1002/acr.24053","title":"Can Patient‐Reported Symptoms Be Used to Measure Disease Activity in Systemic Sclerosis?","year":2019,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"National Health and Medical Research Council","keywords":"Medicine; DLCO; Diffusing capacity; Interstitial lung disease; Cohort; Scleroderma (fungus); Internal medicine; Confidence interval; Vital capacity; Odds ratio; Surgery; Lung; Pathology","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":[0.01471235,0.001647198,0.001863052,0.002548579,0.0002617729,0.002072817,0.001389915,0.002039814,0.001202981],"category_scores_gemma":[0.04968732,0.0005890959,0.002569874,0.003133161,0.001018452,0.002112699,0.001118153,0.001868768,0.0004775597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000409794,"about_ca_system_score_gemma":0.0004963126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543675,"about_ca_topic_score_gemma":0.002768079,"domain_scores_codex":[0.988246,0.008134048,0.001097112,0.001031135,0.001262068,0.0002295541],"domain_scores_gemma":[0.958831,0.02373177,0.01267392,0.001744384,0.00205715,0.0009618324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001245686,0.00004903635,0.9933563,0.0001013321,0.0006680643,0.00002906771,0.00006077797,0.0003870002,0.00005277556,0.00003156769,0.0001944507,0.004945118],"study_design_scores_gemma":[0.00004967309,0.0004808507,0.9904241,0.0001677051,0.0005206761,0.0003088274,0.0001931843,0.006733097,0.0001214389,0.0003041784,0.0006497923,0.00004644724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756859,0.0102554,0.005866451,0.002419956,0.0002792031,0.00009552752,0.003141107,0.0001527475,0.002103693],"genre_scores_gemma":[0.9952058,0.001107456,0.001961889,0.000340706,0.0001179185,0.00006108988,0.001025512,0.00001166334,0.0001678888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01471235,"threshold_uncertainty_score":0.07780725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07861406729395543,"score_gpt":0.3238307642255259,"score_spread":0.2452166969315705,"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."}}