{"id":"W2966476163","doi":"10.1136/lupus-2019-000325","title":"Marital status and age of systemic lupus erythematous diagnosis: the potential for differences related to sex and gender","year":2019,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"McGill University Health Centre; Lupus Research Alliance","keywords":"Medicine; Marital status; Population; Cohort; Demography; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009010762,0.0001283009,0.000212043,0.0005047871,0.0003668969,0.0003959296,0.0002544444,0.0001976436,0.002640754],"category_scores_gemma":[0.004047735,0.0001036862,0.0002909609,0.0005946296,0.0002513303,0.000344235,0.0003396068,0.000289865,0.0001945672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440447,"about_ca_system_score_gemma":0.0002584457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009330746,"about_ca_topic_score_gemma":0.01286453,"domain_scores_codex":[0.99924,0.000312343,0.00007356446,0.0001027686,0.0001342319,0.0001369986],"domain_scores_gemma":[0.9984387,0.000458966,0.0006542155,0.00007049065,0.0001529664,0.0002246206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004156217,0.000004517638,0.9989808,0.000003867518,0.00002026048,0.00002632097,0.00006811099,0.000007767298,0.00006579005,0.00001141706,0.00002581169,0.0007436028],"study_design_scores_gemma":[0.000001311091,0.00002590075,0.9995689,0.000005353819,0.000007313478,0.0001011009,0.0001142938,0.0000603335,0.00001917423,0.00001056578,0.00008492335,8.5039e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980653,0.0006658302,0.0001242825,0.00008994094,0.00001200921,0.000005723733,0.0001873922,0.000001457141,0.0008479363],"genre_scores_gemma":[0.9997556,0.00006923241,0.00002739536,0.00001401071,0.000005403693,0.000001831977,0.00005629376,7.101987e-7,0.00006954581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009330746,"threshold_uncertainty_score":0.0185529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363102521611875,"score_gpt":0.30491048548956,"score_spread":0.2812794602734413,"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."}}