{"id":"W4399640642","doi":"10.1093/rap/rkae075","title":"A tool to assist rheumatologists to engage their lupus patients: the Purple Butterfly","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; Arthritis Society","keywords":"Medicine; Butterfly; Systemic lupus erythematosus; Rheumatology; Internal medicine; Physical therapy; Disease; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002474614,0.00190903,0.0003828627,0.001666487,0.0004952758,0.001335482,0.001209241,0.001123975,0.03261915],"category_scores_gemma":[0.01956421,0.0004663746,0.001083732,0.0005672449,0.0006087797,0.002330406,0.003030093,0.0008367103,0.005980123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004384949,"about_ca_system_score_gemma":0.0007876963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007438982,"about_ca_topic_score_gemma":0.00122107,"domain_scores_codex":[0.9985077,0.0009549953,0.0001073775,0.0001408496,0.0001878447,0.0001012203],"domain_scores_gemma":[0.986465,0.01036685,0.0007473649,0.0007241216,0.0007631327,0.0009336931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002701898,0.0004684956,0.01465545,0.002901795,0.0001887081,0.003447472,0.01274081,0.003000278,0.02343158,0.005224655,0.3732613,0.5579776],"study_design_scores_gemma":[0.001449942,0.00308345,0.0308799,0.003479588,0.0004754456,0.01042895,0.01169073,0.02647959,0.02758392,0.0214066,0.8623496,0.0006923588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2236718,0.002949744,0.5699818,0.02174877,0.002772561,0.002676313,0.01499442,0.1002802,0.06092448],"genre_scores_gemma":[0.3453908,0.002037052,0.6083097,0.006127247,0.0007933883,0.002217306,0.004755142,0.005286422,0.02508297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03261915,"threshold_uncertainty_score":0.1091219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418446925817613,"score_gpt":0.3451168092435705,"score_spread":0.3309323399853944,"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."}}