{"id":"W4252251744","doi":"10.1007/978-0-387-84828-0_486","title":"Lupus Erythematosus, Skin","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dermatology; Medicine; Systemic lupus erythematosus; Pathology; 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":[0.0003156998,0.0009067709,0.000576215,0.002132712,0.00111571,0.003266485,0.000872427,0.001587338,0.06858569],"category_scores_gemma":[0.001001859,0.0002805952,0.0002843531,0.001471065,0.00130744,0.003195822,0.001640609,0.002841954,0.03283469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393206,"about_ca_system_score_gemma":0.001660144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003634951,"about_ca_topic_score_gemma":0.01498588,"domain_scores_codex":[0.9997481,0.0000591085,0.00001148001,0.00003737281,0.0001168462,0.00002724864],"domain_scores_gemma":[0.9998248,0.0000686246,0.00001001704,0.0000177625,0.00004600796,0.00003275566],"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":[0.00001086898,0.0000488162,0.00007970733,0.0003407579,0.000002979495,0.00009589065,0.000262572,0.0001318215,0.0002381694,0.06471383,0.7441909,0.1898837],"study_design_scores_gemma":[0.000002000198,0.000003803508,0.00006144823,0.0001335996,0.000001121914,0.0001528868,0.00004444557,0.0000138458,0.00001430146,0.006015235,0.9935557,0.000001648793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003154798,0.1169224,0.001242457,0.005372237,0.008110882,0.00004808243,0.0001329547,0.0001360845,0.8677194],"genre_scores_gemma":[0.00253166,0.06087267,0.001369618,0.007621671,0.00401084,0.0000635597,0.0001557794,0.0001095206,0.9232647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06858569,"threshold_uncertainty_score":0.229442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560932364023218,"score_gpt":0.2807756949612661,"score_spread":0.2551663713210339,"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."}}