{"id":"W2057520703","doi":"10.3899/jrheum.140982","title":"High Degree of Nonadherence to Disease-modifying Antirheumatic Drugs in Patients with Rheumatoid Arthritis","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Antirheumatic drugs; Rheumatology; Internal medicine; Methotrexate; Antirheumatic Agents; Physical therapy; Arthritis; Dosing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001749132,0.0001912737,0.0003672712,0.0009050865,0.0004420931,0.0005535888,0.0002742975,0.0006555651,0.001398124],"category_scores_gemma":[0.00868859,0.0002018671,0.0002270473,0.000935446,0.0003345317,0.0003735391,0.000377569,0.0005621253,0.0002950173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065233,"about_ca_system_score_gemma":0.0002091176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818785,"about_ca_topic_score_gemma":0.001975732,"domain_scores_codex":[0.9981949,0.0006430954,0.0003255028,0.0001745682,0.0005204696,0.0001415076],"domain_scores_gemma":[0.9918131,0.002651189,0.004111103,0.0002909301,0.000607712,0.0005260262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005722937,0.00003303336,0.9986017,0.000009581733,0.00002027815,0.00003286682,0.00007898292,0.00001134691,0.0001364273,0.000003333049,0.00002694089,0.0009883771],"study_design_scores_gemma":[0.000004481918,0.0001086685,0.99924,0.000003536776,0.00001007317,0.000351904,0.00009643803,0.00008763432,0.00004263984,0.000005325268,0.00004706689,0.000002174568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993136,0.0001826099,0.00004716728,0.00004974627,0.000003949911,0.00000546342,0.00006815766,0.00000313489,0.0003261854],"genre_scores_gemma":[0.9997572,0.00003888117,0.00005668724,0.00002379369,0.000007875894,0.000003356656,0.00005958776,6.417786e-7,0.00005200559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001818785,"threshold_uncertainty_score":0.009250402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223163387401796,"score_gpt":0.2646572618430678,"score_spread":0.2423409231028882,"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."}}