{"id":"W2953263983","doi":"10.1016/j.clinthera.2019.04.019","title":"Preventing Rheumatoid Arthritis: A Global Challenge","year":2019,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Rheumatoid arthritis; Intensive care medicine; Arthritis; Immunology","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":[0.01501669,0.002001736,0.004391025,0.003387423,0.002499358,0.01005355,0.002093906,0.01123892,0.02266702],"category_scores_gemma":[0.01756974,0.0006374515,0.001389168,0.002964536,0.006769514,0.01094337,0.006321483,0.01548274,0.009315574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00381511,"about_ca_system_score_gemma":0.01457273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002490887,"about_ca_topic_score_gemma":0.004907371,"domain_scores_codex":[0.992412,0.002525333,0.0007941471,0.0007604584,0.002472849,0.00103515],"domain_scores_gemma":[0.9680366,0.01096862,0.002345886,0.001504905,0.008307616,0.008836485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002971099,0.000469245,0.002420382,0.00346207,0.0001968943,0.0002314605,0.0004113638,0.0004544432,0.001615029,0.05115081,0.4578927,0.4813986],"study_design_scores_gemma":[0.0001667911,0.0003482503,0.004944813,0.004508699,0.0002112648,0.0008342888,0.001268692,0.0003441607,0.0002908991,0.04604125,0.940969,0.0000718819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007081071,0.3196832,0.001396776,0.6562166,0.01089796,0.00001389484,0.0001454247,0.000161128,0.01077693],"genre_scores_gemma":[0.02973501,0.6238509,0.005171185,0.2618712,0.06837504,0.00009288802,0.0004307182,0.0001481956,0.01032478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02266702,"threshold_uncertainty_score":0.07941681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06762267121845453,"score_gpt":0.3896698648654858,"score_spread":0.3220471936470313,"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."}}