{"id":"W2951399722","doi":"10.1136/annrheumdis-2019-eular.4161","title":"FRI0084 THE IMPACT OF IL-6 AND TNF INHIBITORS ON HEMOGLOBIN LEVELS: AN ANALYSIS FROM RHUMADATA® CLINICAL DATABASE AND REGISTRY","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Apelin-related biomedical research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Osteoporosis Canada; Montreal Clinical Research Institute","funders":"","keywords":"Hemoglobin; Tumor necrosis factor alpha; Computer science; Database; Medicine; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.001021626,0.0001883393,0.000703392,0.0001275674,0.00007413298,0.00002586049,0.000396971,0.0001105844,0.0004454856],"category_scores_gemma":[0.003815427,0.00008916428,0.0003907825,0.0004703793,0.0008995599,0.0001292801,0.0003279777,0.0003048556,0.00001441223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001522032,"about_ca_system_score_gemma":0.0002524238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455309,"about_ca_topic_score_gemma":0.00001438614,"domain_scores_codex":[0.9974992,0.0003810298,0.0007069655,0.0003637649,0.0007990379,0.0002500053],"domain_scores_gemma":[0.9958165,0.001776927,0.0003727558,0.001449317,0.0001438823,0.0004406358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002756856,0.00295525,0.8497763,0.0007319412,0.008063055,0.00002297258,0.0005315396,0.00007045372,0.001123163,0.0002178058,0.02195747,0.1117932],"study_design_scores_gemma":[0.001086629,0.0006174431,0.9883478,0.0009863579,0.0008345804,0.000002503574,0.0004505718,0.006703926,0.0002777468,0.0005414811,0.00004505315,0.0001058572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940804,0.001497923,0.00001106523,0.001932192,0.00004787907,0.0004119579,0.001920229,0.00001248015,0.00008592349],"genre_scores_gemma":[0.9981583,0.001142501,0.00004558842,0.000253816,0.00004307191,0.000004056091,0.000189087,0.0000156196,0.0001479817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1385715,"threshold_uncertainty_score":0.4877754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09936078143370007,"score_gpt":0.4370343138822164,"score_spread":0.3376735324485163,"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."}}