{"id":"W2888026094","doi":"10.1093/rheumatology/key111","title":"Power in numbers","year":2018,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Medicine; Rheumatic disease; Pregnancy; Offspring; Strengths and weaknesses; Cohort; Disease; Prospective cohort study; Cohort study; Family medicine; Pediatrics; Demography; Surgery; Internal medicine; Social psychology","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":[0.154851,0.002326231,0.006360056,0.006881324,0.002561653,0.00727239,0.004086653,0.005699029,0.07985034],"category_scores_gemma":[0.6153526,0.001703238,0.005286559,0.008460659,0.006032965,0.00893483,0.005579563,0.007418078,0.01347247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002727823,"about_ca_system_score_gemma":0.005853448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001783338,"about_ca_topic_score_gemma":0.001202391,"domain_scores_codex":[0.6425968,0.2524416,0.02949896,0.02416219,0.04578843,0.005512142],"domain_scores_gemma":[0.575553,0.3222374,0.0140252,0.0596657,0.02526477,0.003253923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02090711,0.0007232861,0.0245248,0.02319357,0.006720058,0.00125062,0.006549556,0.004575823,0.001742116,0.197017,0.4055015,0.3072946],"study_design_scores_gemma":[0.007644229,0.002733323,0.01473817,0.01046789,0.001932068,0.001048978,0.002128263,0.009746972,0.002840478,0.1887386,0.7576844,0.0002967079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03279334,0.02010874,0.382891,0.03406378,0.05795003,0.1847353,0.05046622,0.004688859,0.2323027],"genre_scores_gemma":[0.2521284,0.002498441,0.1643397,0.01554731,0.003697298,0.5310423,0.005599827,0.001879251,0.02326747],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.154851,"threshold_uncertainty_score":0.8189399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196229126287006,"score_gpt":0.3208583957807887,"score_spread":0.2988961045179186,"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."}}