{"id":"W2969582107","doi":"10.1177/2397198319866615","title":"Patient perception of disease burden in diffuse cutaneous systemic sclerosis","year":2019,"lang":"en","type":"article","venue":"Journal of Scleroderma and Related Disorders","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"EMD Serono; National Institutes of Health; Medac; CSL Behring; Gilead Sciences; Biogen; GlaxoSmithKline; Bayer; Servier; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Discontinuation; Disease; Medical prescription; Seriousness; Scleroderma (fungus); Physical therapy; Internal medicine; Pathology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001849292,0.0002041543,0.0006069565,0.0004136037,0.00003957376,0.00001639998,0.00008806091,0.0002091757,0.0001294719],"category_scores_gemma":[0.00007938451,0.000147046,0.000278849,0.000304059,0.000106927,0.0001575016,0.0000345683,0.0003565135,0.00001891303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009073641,"about_ca_system_score_gemma":0.0001229572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004897788,"about_ca_topic_score_gemma":0.0000010525,"domain_scores_codex":[0.9978444,0.0001157717,0.001105544,0.000223975,0.0004759058,0.0002343983],"domain_scores_gemma":[0.9986138,0.00007611834,0.0006027704,0.000225541,0.0001572007,0.0003245283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006237554,0.003780467,0.5333828,0.002605843,0.001254829,0.0002891774,0.01248145,0.007054194,0.2523081,0.0000784351,0.00104,0.1794872],"study_design_scores_gemma":[0.02950733,0.002551162,0.8841515,0.04550196,0.001511895,0.002289316,0.02801208,0.005013776,0.0002293738,0.0003341623,0.0001757937,0.0007216879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981604,0.01639207,0.000005069385,0.0006266514,0.0004277229,0.0004808276,0.000006951532,0.00001514864,0.0004415357],"genre_scores_gemma":[0.973971,0.02574506,0.00002181583,0.00006189245,0.00003590112,0.000003155813,0.00000585784,0.00002878169,0.0001265469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3507687,"threshold_uncertainty_score":0.5996363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007203278248649684,"score_gpt":0.2083530392239268,"score_spread":0.2011497609752771,"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."}}