{"id":"W2625047704","doi":"10.15173/m.v1i24.841","title":"Lupus Nephritis PathoProfile","year":2013,"lang":"en","type":"article","venue":"The Meducator","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Lupus nephritis; Medicine; Dermatology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000348854,0.0001232885,0.0002304366,0.00007334228,0.0001038846,0.00004210333,0.0002399967,0.00006502554,0.005797187],"category_scores_gemma":[0.0002886507,0.00006945048,0.00008873332,0.0002342961,0.0001325824,0.00006654372,0.00007878444,0.0002383006,0.008399918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009854465,"about_ca_system_score_gemma":0.0002575372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002196238,"about_ca_topic_score_gemma":0.000003844031,"domain_scores_codex":[0.9986566,0.00009366364,0.0002124805,0.0002012154,0.0004349428,0.0004011493],"domain_scores_gemma":[0.9986725,0.0001699326,0.00004329338,0.0007240967,0.0001403707,0.0002498429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004179692,0.0002059632,0.1799934,0.0004048678,0.0001031207,0.00004050259,0.006475555,7.816261e-8,0.03484993,0.0006516657,0.7583411,0.01889195],"study_design_scores_gemma":[0.008152657,0.0009103659,0.09074107,0.002076739,0.0003101896,0.1395258,0.05662747,0.0004644865,0.04027883,0.006731696,0.6528979,0.001282882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667444,0.001712731,0.00001145947,0.01086274,0.0009599485,0.001145133,0.000003384947,0.00009092758,0.01846934],"genre_scores_gemma":[0.939543,0.00008707352,0.0005603915,0.001103522,0.0007636428,0.0005700382,0.000008192678,0.00004428838,0.05731982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394853,"threshold_uncertainty_score":0.9951116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984165842671085,"score_gpt":0.2880089060732027,"score_spread":0.2681672476464918,"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."}}