{"id":"W2589148454","doi":"10.1212/wnl.86.16_supplement.p6.113","title":"Is it ever lupus? A single centre retrospective review of the rheumatologic work-up in patients with clinically isolated syndrome (P6.113)","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Systemic lupus erythematosus; Dermatology; Retrospective cohort study; Work-up; Pathology; Internal medicine; Disease","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":[0.001047924,0.0002462234,0.0005783761,0.001996663,0.0006218081,0.000847324,0.0005231842,0.0006161688,0.001799741],"category_scores_gemma":[0.005401149,0.0004182826,0.0004009819,0.002727253,0.0004800585,0.000609176,0.0005301067,0.0004332815,0.0004016732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004984613,"about_ca_system_score_gemma":0.0007524589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005106159,"about_ca_topic_score_gemma":0.004971287,"domain_scores_codex":[0.9984036,0.0004101296,0.0004268329,0.0002784274,0.0003233748,0.0001576375],"domain_scores_gemma":[0.9936165,0.001756691,0.003399109,0.0002110498,0.0005867096,0.0004300312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008254748,0.00001943879,0.9921138,0.000171803,0.00004637773,0.003875906,0.0002937498,0.00001126312,0.0002012199,0.00001563238,0.0002809071,0.002887375],"study_design_scores_gemma":[0.00001159685,0.0001420767,0.9783377,0.0001609525,0.00007333861,0.01916408,0.00117492,0.00004343007,0.00008685943,0.000009272448,0.0007873846,0.000008465508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919732,0.006325884,0.00006875057,0.0001032063,0.00001749397,0.00003031209,0.0006464936,0.000005855167,0.0008289723],"genre_scores_gemma":[0.997655,0.001709201,0.00007278896,0.00008542954,0.00003564821,0.00001951208,0.0003542008,0.000003518506,0.00006468806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005106159,"threshold_uncertainty_score":0.01015288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193335179621636,"score_gpt":0.280271845830414,"score_spread":0.2583384940341976,"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."}}