{"id":"W2753628065","doi":"10.1093/rheumatology/kex063.054","title":"E55. RHEUMATOLOGISTS’ PERCEPTIONS IMPACT CLINICAL DECISION MAKING WHEN COMMENCING NEW PATIENTS WITH RHEUMATOID ARTHRITIS ON METHOTREXATE","year":2017,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada","funders":"Bristol-Myers Squibb","keywords":"Medicine; Rheumatoid arthritis; Methotrexate; Rheumatology; Physical therapy; Internal medicine; Clinical decision making; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0102755,0.0001985316,0.0003533958,0.000550503,0.001731137,0.003918682,0.000549237,0.001309878,0.01442074],"category_scores_gemma":[0.04547329,0.0002996732,0.0009717891,0.000539847,0.00264259,0.001873387,0.002351822,0.001798201,0.0006707835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002376335,"about_ca_system_score_gemma":0.004028184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00725348,"about_ca_topic_score_gemma":0.008629402,"domain_scores_codex":[0.9863396,0.01020451,0.0006796379,0.0003579267,0.001122835,0.00129564],"domain_scores_gemma":[0.9472917,0.03860633,0.007786681,0.0003651749,0.001920541,0.004029569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001086411,0.001249425,0.6914697,0.001117428,0.0002968665,0.001850671,0.2295592,0.000445887,0.0007556405,0.001971882,0.00632843,0.06386837],"study_design_scores_gemma":[0.0003024123,0.001117272,0.4936039,0.001206699,0.0002129556,0.00121355,0.4824492,0.0008345635,0.0003798011,0.001827292,0.01672456,0.0001278229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811987,0.001024213,0.0002275492,0.008740242,0.00008907243,0.00005143581,0.0001141263,0.000006584537,0.008547978],"genre_scores_gemma":[0.9983746,0.0002990755,0.0001518925,0.0007637998,0.00002358671,0.00001440233,0.00001731906,0.000002634234,0.0003526485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442074,"threshold_uncertainty_score":0.05434269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345450257479247,"score_gpt":0.3771231727252497,"score_spread":0.3336686701504572,"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."}}