{"id":"W3165799091","doi":"10.1136/annrheumdis-2021-eular.2099","title":"POS0462 ALCOHOL AND INFLAMMATORY ARTHRITIS DISEASE ACTIVITY: PERSPECTIVES FROM A 979-PATIENT COHORT WITH SYSTEMATIC REVIEW AND META-ANALYSIS","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Internal medicine; Meta-analysis; Cohort; Cohort study; Univariate analysis; Arthritis; Inflammatory arthritis; Multivariate analysis","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":[0.01009986,0.002005472,0.008161685,0.002205876,0.0007019757,0.003098118,0.001181944,0.002212178,0.004328826],"category_scores_gemma":[0.02240834,0.001301467,0.02751399,0.004165012,0.0005432011,0.001712206,0.001446167,0.002144466,0.0006883725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008744344,"about_ca_system_score_gemma":0.001452633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007003732,"about_ca_topic_score_gemma":0.02053733,"domain_scores_codex":[0.9916993,0.004259412,0.002052404,0.001009778,0.0006335755,0.0003455863],"domain_scores_gemma":[0.9877661,0.007986394,0.001826612,0.001148979,0.001020788,0.0002510106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006298382,0.0000303989,0.02178231,0.03760702,0.9261445,0.0001735175,0.00008516108,0.0002878606,0.0005126218,0.0001152643,0.0008927142,0.006070175],"study_design_scores_gemma":[0.001252908,0.0001956066,0.01616844,0.002545896,0.9776102,0.00008689547,0.00005833491,0.0001378288,0.0000845188,0.0002512393,0.001575109,0.00003302564],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0542164,0.9379447,0.001862363,0.00085225,0.0007764314,0.000215396,0.002806747,0.00008821052,0.001237539],"genre_scores_gemma":[0.8014318,0.1869269,0.003065969,0.003262768,0.0007915,0.0004120562,0.003005964,0.0001056922,0.000997266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01009986,"threshold_uncertainty_score":0.05341381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414054905041219,"score_gpt":0.2995859884117403,"score_spread":0.2654454393613281,"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."}}