{"id":"W6922324136","doi":"10.13140/rg.2.2.18578.45765","title":"EFFECT OF BIOLOGICAL DISEASE MODIFYING ANTI-RHEUMATIC DRUGS (bDMARDS) ON CARDIO VASCULAR DISEASE(CVD) RISK IN RA PATIENTS:THREE YEARS RESULTS FROM A CANADIAN COHORT","year":2017,"lang":"en","type":"article","venue":"","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cohort; Disease; Cohort study; Epidemiology; Biological drugs; Risk assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063611,0.001046212,0.00114623,0.001262381,0.003159024,0.001615059,0.001475951,0.001269243,0.001753811],"category_scores_gemma":[0.001827642,0.0007962313,0.002313419,0.003467882,0.0008868023,0.0006633776,0.0009748827,0.00169892,0.0003652184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01494359,"about_ca_system_score_gemma":0.01621387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9674481,"about_ca_topic_score_gemma":0.9620023,"domain_scores_codex":[0.9985247,0.0001123953,0.00008044854,0.0002832648,0.0004612413,0.0005379133],"domain_scores_gemma":[0.9978907,0.0001019925,0.0003812256,0.0001180566,0.0009027307,0.000605244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001157788,0.0001798807,0.9928227,0.00004535159,0.0004791211,0.0001612755,0.0005769905,0.0001308323,0.0003874293,0.00005738469,0.0007666679,0.003234638],"study_design_scores_gemma":[0.00004888312,0.0001281667,0.9986129,0.00001415387,0.0001585109,0.00006690463,0.000406676,0.00009079578,0.00004268275,0.00001398003,0.0003960305,0.00002029908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925746,0.001039114,0.00008116606,0.000233821,0.00001732921,0.00004539606,0.004732255,0.00001365843,0.001262708],"genre_scores_gemma":[0.9923725,0.0009601659,0.0002580649,0.0001828838,0.00001943242,0.00003259228,0.004691273,0.00001140171,0.00147179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03255188,"threshold_uncertainty_score":0.1084238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428498768977817,"score_gpt":0.2721138832649204,"score_spread":0.2578288955751423,"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."}}