{"id":"W3015426618","doi":"10.1007/s00296-020-04577-6","title":"Rheumatology in Malaysia","year":2020,"lang":"en","type":"review","venue":"Rheumatology International","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rheumatology; Medicine; Internal medicine; Family medicine","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":[0.0008189112,0.001071485,0.001357069,0.003488796,0.0003504396,0.001433471,0.000499985,0.001169241,0.01501709],"category_scores_gemma":[0.001331805,0.0004178187,0.0004684301,0.003427504,0.0004391854,0.001482517,0.001362713,0.001383716,0.004998197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009037817,"about_ca_system_score_gemma":0.004053393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778983,"about_ca_topic_score_gemma":0.006463414,"domain_scores_codex":[0.9996014,0.00007712925,0.0001140977,0.0000467429,0.0001043207,0.00005633669],"domain_scores_gemma":[0.9992151,0.0001560383,0.0003054068,0.00002216803,0.0001694895,0.0001317518],"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":[0.0001503403,0.00004088434,0.0004955238,0.0234266,0.00007298103,0.0002261585,0.00005572346,0.0001713839,0.0006536829,0.0009873711,0.05233954,0.9213799],"study_design_scores_gemma":[0.0001065129,0.0002160325,0.003995195,0.02401494,0.0003074156,0.002401098,0.000139675,0.00009212965,0.0002994895,0.0006231952,0.9677784,0.00002585885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001622158,0.9959052,0.00004556299,0.000640096,0.0008224683,0.000007409493,0.00002876967,0.000009327219,0.002379026],"genre_scores_gemma":[0.001933771,0.9927152,0.0001406695,0.0009150226,0.0009782891,0.0000108531,0.00005734117,0.000001848901,0.003246922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01501709,"threshold_uncertainty_score":0.05023718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734158432792692,"score_gpt":0.3789751481773618,"score_spread":0.3316335638494349,"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."}}