{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003659207,0.0005215378,0.003963104,0.001121478,0.00002803383,0.0000263622,0.0007929958,0.0008967059,0.001554441],"category_scores_gemma":[0.001123887,0.0004430367,0.0005876598,0.0004977928,0.0001973099,0.00006426191,0.0003516419,0.001279619,0.003933114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006321193,"about_ca_system_score_gemma":0.001238289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006860738,"about_ca_topic_score_gemma":0.00001258654,"domain_scores_codex":[0.9960198,0.0003312671,0.001701138,0.0008307777,0.0005600696,0.0005568942],"domain_scores_gemma":[0.9978881,0.0007143242,0.0005015067,0.0005165601,0.0001461945,0.0002333025],"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":[0.0002464021,0.0005237418,0.1375337,0.1128331,0.003598126,0.005677302,0.0006871619,0.000001040631,7.291971e-7,0.02871002,0.0323583,0.6778303],"study_design_scores_gemma":[0.0009976755,0.00004026114,0.00001152662,0.02592941,0.000102932,0.1883646,0.00004492646,0.0001775562,1.600027e-7,0.00009355156,0.7840062,0.0002311934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003552459,0.9891981,0.00004001393,0.001351737,0.001631148,0.001060341,0.00004329779,0.0001230412,0.006197111],"genre_scores_gemma":[0.0003772068,0.9973857,0.0002811339,0.00005705995,0.00005231102,0.0003735988,0.0004308225,0.0001072922,0.0009348635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7516479,"threshold_uncertainty_score":0.9998021,"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."}}