{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002563882,0.0006409324,0.0004806441,0.001672507,0.0007612213,0.0006951937,0.0003630138,0.0006192715,0.02886697],"category_scores_gemma":[0.0005987991,0.0001864799,0.0003375861,0.0005358827,0.0006387831,0.0005567335,0.0005681241,0.0008277604,0.005432791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008096344,"about_ca_system_score_gemma":0.000865606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794015,"about_ca_topic_score_gemma":0.00112412,"domain_scores_codex":[0.9997289,0.00004704422,0.00002425419,0.00005756737,0.00006853031,0.00007372585],"domain_scores_gemma":[0.999706,0.00004866692,0.00007939919,0.00002792082,0.0000574739,0.00008058028],"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":[0.002524664,0.0007873012,0.05310994,0.003448673,0.0001893582,0.1110993,0.0005733219,0.0004972645,0.1346481,0.04333564,0.0596745,0.5901118],"study_design_scores_gemma":[0.0005390844,0.0009234481,0.05144491,0.0008516944,0.0002013224,0.4144318,0.0003826688,0.0007172827,0.0280594,0.01030376,0.4920839,0.00006078794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3836824,0.1166604,0.01850577,0.01172727,0.001878171,0.0007858565,0.005536209,0.004036996,0.4571868],"genre_scores_gemma":[0.8126411,0.04010353,0.007036055,0.004709641,0.0009641551,0.0003673503,0.003889297,0.0001633948,0.1301254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02886697,"threshold_uncertainty_score":0.09656966,"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."}}