{"id":"W2154319559","doi":"10.1136/ard.2010.130625","title":"Multinational evidence-based recommendations on how to investigate and follow-up undifferentiated peripheral inflammatory arthritis: integrating systematic literature research and expert opinion of a broad international panel of rheumatologists in the 3E Initiative","year":2010,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Expert opinion; Multinational corporation; Alternative medicine; Systematic review; Inflammatory arthritis; Arthritis; MEDLINE; Family medicine; Internal medicine; Physical therapy; Intensive care medicine; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2248514,0.003418242,0.009828288,0.01806434,0.002641387,0.005926477,0.01423967,0.01479051,0.00658994],"category_scores_gemma":[0.3805473,0.003515068,0.01747291,0.009957936,0.003288588,0.005670201,0.008652644,0.01027982,0.002260003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01245531,"about_ca_system_score_gemma":0.04528212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04129937,"about_ca_topic_score_gemma":0.0797963,"domain_scores_codex":[0.8205392,0.07611128,0.06964817,0.0055804,0.02533941,0.00278157],"domain_scores_gemma":[0.5027926,0.3082232,0.05516044,0.009588656,0.1106393,0.01359578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005581153,0.0008781236,0.01923053,0.3241235,0.05160286,0.0007644703,0.003869526,0.005535409,0.002149721,0.006117112,0.1650763,0.4150713],"study_design_scores_gemma":[0.01498468,0.001243181,0.03196128,0.6059913,0.1376174,0.0004599738,0.002690355,0.005178866,0.002397265,0.01382039,0.1828948,0.0007605321],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01266791,0.5059418,0.04915868,0.3428681,0.03203923,0.02222715,0.01628978,0.001026609,0.01778079],"genre_scores_gemma":[0.1180556,0.1728003,0.5208504,0.146734,0.005828929,0.02020788,0.01168956,0.0003726045,0.003460745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2248514,"threshold_uncertainty_score":0.9558963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560280767270704,"score_gpt":0.3914134401479831,"score_spread":0.2353853634209127,"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."}}