{"id":"W2767917559","doi":"10.1007/s40674-017-0079-6","title":"The Role of Patient-Reported Outcomes in Systemic Lupus Erythematosus","year":2017,"lang":"en","type":"article","venue":"Current Treatment Options in Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Queen's University","funders":"","keywords":"Medicine; Quality of life (healthcare); Intensive care medicine; Rheumatology; Variety (cybernetics); MEDLINE; Internal medicine; 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":[0.0003517382,0.0002667349,0.0009593345,0.0003910024,0.0002615909,0.00003652354,0.0003350135,0.0001411959,0.00001796178],"category_scores_gemma":[0.0006965167,0.0001653423,0.0001887455,0.0001602578,0.0003593346,0.0000867987,0.0001402845,0.0002147501,0.0000494929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258989,"about_ca_system_score_gemma":0.0002744921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003934777,"about_ca_topic_score_gemma":0.0003006603,"domain_scores_codex":[0.9973959,0.0001961098,0.001160119,0.0003965711,0.0003336713,0.0005176226],"domain_scores_gemma":[0.9970877,0.0004883026,0.0005925331,0.00159244,0.0001345779,0.0001045078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001402997,0.000973713,0.9827799,0.0002705745,0.0001768618,0.00005857785,0.001374615,0.000009097024,0.00007382891,0.005182734,0.00002694008,0.00893289],"study_design_scores_gemma":[0.06892423,0.002867098,0.5250281,0.02126967,0.0006858517,0.310685,0.04263133,0.005408386,0.002124431,0.01012362,0.008560211,0.001692093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829987,0.01331512,0.000005368919,0.0003043454,0.001187886,0.001523167,0.0000107629,0.00003620221,0.0006184721],"genre_scores_gemma":[0.9932906,0.005649552,0.00006388563,8.039585e-7,0.000006031724,0.0007171934,0.00001709137,0.00002565242,0.0002292152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4577518,"threshold_uncertainty_score":0.6742464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03580814546688391,"score_gpt":0.3479342129132887,"score_spread":0.3121260674464048,"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."}}