{"id":"W2058154005","doi":"10.1186/ar4647","title":"The opportunity and imperative for point-of-care diagnostics in systemic lupus erythematosus","year":2014,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Lupus Research Alliance; Central New York Community Foundation; Merck KGaA; National Institutes of Health; Lupus Foundation of America","keywords":"Rheumatology; Medicine; Intensive care medicine; Systemic lupus erythematosus; Point of care; Systemic lupus; Internal medicine; Pathology; Disease","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":[0.05532349,0.0006226265,0.00166645,0.002027654,0.001863747,0.007352202,0.001993668,0.006363803,0.007849302],"category_scores_gemma":[0.1293473,0.0007507023,0.001312408,0.001360662,0.007683909,0.01234345,0.006216692,0.01099545,0.00194494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214378,"about_ca_system_score_gemma":0.00502804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730911,"about_ca_topic_score_gemma":0.002253177,"domain_scores_codex":[0.9443328,0.04448773,0.002488598,0.002038016,0.005774795,0.0008781275],"domain_scores_gemma":[0.8908318,0.08394696,0.005386698,0.01008927,0.006043728,0.0037016],"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":[0.0007321036,0.0003072377,0.03030224,0.002738036,0.0003144414,0.001570525,0.003436408,0.001536426,0.001767652,0.2167692,0.1354365,0.6050891],"study_design_scores_gemma":[0.0002572325,0.0008629676,0.0264788,0.007617568,0.0004213153,0.007284605,0.003988957,0.002739615,0.002055774,0.5436739,0.4042633,0.0003559811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0088615,0.07621796,0.08779505,0.8004478,0.008810846,0.0001587547,0.000323285,0.000377298,0.01700748],"genre_scores_gemma":[0.362562,0.1176857,0.2415078,0.211745,0.0558838,0.0009556951,0.0004508662,0.0003165191,0.008892682],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05532349,"threshold_uncertainty_score":0.292582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162058901143481,"score_gpt":0.3619824505677275,"score_spread":0.3103618615562928,"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."}}