{"id":"W2771106194","doi":"10.3899/jrheum.171148","title":"Too Little Too Late: Effect of Poor Access to Biologics for Patients with Rheumatoid Arthritis","year":2017,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Arthroplasty; Rheumatology; Cohort; Arthritis; Internal medicine; Antirheumatic drugs; Surgery; Physical therapy; Antirheumatic Agents","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":[0.001670704,0.0001521836,0.0004987799,0.000329084,0.001217492,0.001061614,0.0004194023,0.003226877,0.005464478],"category_scores_gemma":[0.02649417,0.0001106907,0.0004799366,0.0007237862,0.0005849077,0.001145215,0.0004748545,0.003307826,0.00104945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394155,"about_ca_system_score_gemma":0.001090662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003323685,"about_ca_topic_score_gemma":0.00603834,"domain_scores_codex":[0.9982032,0.001046105,0.0001424959,0.0001483952,0.0002457328,0.0002141076],"domain_scores_gemma":[0.9820823,0.01122574,0.003330299,0.0003394947,0.0009606162,0.002061619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004206127,0.000639911,0.6815414,0.0003109162,0.0002232049,0.01171464,0.0008571419,0.0002242234,0.0004014046,0.002442683,0.1616583,0.1357799],"study_design_scores_gemma":[0.001925419,0.003789491,0.82578,0.002123885,0.0008516481,0.0464653,0.006288378,0.001989913,0.000450742,0.01717782,0.09296507,0.0001924076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2905103,0.01578009,0.0001664591,0.6699259,0.002236316,0.0000310962,0.000413867,0.00003577561,0.02090018],"genre_scores_gemma":[0.7906436,0.00510795,0.0002885586,0.1951338,0.006667874,0.00003348794,0.0001458789,0.00001733003,0.001961681],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005464478,"threshold_uncertainty_score":0.01828045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527746291617815,"score_gpt":0.2917542013099625,"score_spread":0.2764767383937843,"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."}}