{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002058828,0.0002654192,0.0008298117,0.000411211,0.0002190196,0.00005085594,0.0003773716,0.0001117867,0.0000733148],"category_scores_gemma":[0.0009580971,0.0001454244,0.00005944827,0.0007782608,0.00156232,0.000152443,0.0002226226,0.0002273006,0.00001172533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179201,"about_ca_system_score_gemma":0.0002506279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267196,"about_ca_topic_score_gemma":0.00001121265,"domain_scores_codex":[0.9964136,0.00008984075,0.0006327087,0.0007101189,0.001376923,0.0007768358],"domain_scores_gemma":[0.9976969,0.0006422425,0.0001805259,0.0006499905,0.000311446,0.0005189141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001614824,0.0000498794,0.9302776,0.001543087,0.0000613556,0.00004023116,0.02372097,0.000004688427,0.04158992,0.0006851441,0.0006995751,0.001166015],"study_design_scores_gemma":[0.04279584,0.01263348,0.3227912,0.02270826,0.001675281,0.2723926,0.2944658,0.01359271,0.003876755,0.008786659,0.002126863,0.002154495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881713,0.005257213,0.0001092786,0.001232331,0.00167831,0.002848374,0.0000134965,0.00004445777,0.0006451996],"genre_scores_gemma":[0.9949675,0.0006363888,0.0001336014,0.0001628334,0.0001006271,0.0001724204,0.00000674799,0.00002782507,0.003792077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6074864,"threshold_uncertainty_score":0.5930237,"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."}}