{"id":"W2606026480","doi":"10.1177/0961203317690244","title":"Avoiding diagnostic pitfalls in neuropsychiatric lupus: the importance of attribution","year":2017,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Systemic lupus erythematosus; Disease; Attribution; Clinical trial; Lupus erythematosus; Immunology; Intensive care medicine; Dermatology; Pathology","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":[0.06654652,0.0008882445,0.00158717,0.005273093,0.002451193,0.006064456,0.002668736,0.003429716,0.001865641],"category_scores_gemma":[0.2398189,0.0006314195,0.0005282117,0.00210883,0.009538532,0.01245643,0.007146439,0.005318705,0.0008618047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899509,"about_ca_system_score_gemma":0.006094352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002401437,"about_ca_topic_score_gemma":0.003200392,"domain_scores_codex":[0.9489501,0.03437882,0.005584503,0.001965558,0.008115212,0.001005766],"domain_scores_gemma":[0.8788071,0.07374372,0.01515568,0.01253974,0.01562645,0.004127249],"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":[0.000886904,0.0002372263,0.207814,0.002335478,0.0002306217,0.006254115,0.01105567,0.00188549,0.001864297,0.03498479,0.03555812,0.6968933],"study_design_scores_gemma":[0.0003813897,0.001118394,0.1805093,0.01060264,0.0004265,0.06120183,0.02852756,0.01354589,0.005757366,0.5687107,0.1283719,0.0008464018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.267677,0.1304176,0.2135777,0.3164292,0.01524284,0.001072249,0.0006075984,0.001194627,0.05378103],"genre_scores_gemma":[0.875463,0.02153472,0.07708517,0.01610636,0.007510904,0.0004002338,0.0001655087,0.0001431094,0.001590907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06654652,"threshold_uncertainty_score":0.3519359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210254320980933,"score_gpt":0.3219559090861314,"score_spread":0.289853365876322,"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."}}