{"id":"W2145995575","doi":"10.1136/bmj.d4027","title":"Biologicals for rheumatoid arthritis","year":2011,"lang":"en","type":"article","venue":"BMJ","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sulfasalazine; Rheumatoid arthritis; Hydroxychloroquine; Psoriatic arthritis; Infliximab; Ankylosing spondylitis; Psoriasis; Methotrexate; Natalizumab; Arthritis; Adalimumab; Ulcerative colitis; Internal medicine; Rheumatoid factor; Immunology; Etanercept; Reactive arthritis; Tumor necrosis factor alpha; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006842281,0.0006472662,0.0005838968,0.0009239268,0.0008832635,0.001666862,0.0006885759,0.003477667,0.03799265],"category_scores_gemma":[0.0028315,0.0001924452,0.0009234911,0.000617491,0.0008171332,0.001307963,0.0009776964,0.003363873,0.02351903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006991926,"about_ca_system_score_gemma":0.0007187421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005007245,"about_ca_topic_score_gemma":0.001225871,"domain_scores_codex":[0.9991611,0.0002341451,0.0001034022,0.00009249174,0.0002770521,0.0001317783],"domain_scores_gemma":[0.9988181,0.0003789393,0.0002744873,0.00009588276,0.0001682217,0.0002643324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005971444,0.0003118272,0.004184667,0.003364614,0.000108925,0.08313942,0.000423222,0.0001849447,0.006006275,0.0285116,0.3895512,0.4836162],"study_design_scores_gemma":[0.00006719062,0.0001588876,0.0006817179,0.0008136425,0.00003290788,0.09020658,0.000112629,0.000065509,0.0006429194,0.00378071,0.9034204,0.00001694903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01247658,0.5686793,0.006464433,0.1162473,0.02228506,0.0004081886,0.0009183901,0.0008911773,0.2716295],"genre_scores_gemma":[0.210191,0.3538625,0.01584277,0.1517885,0.03498713,0.0005674861,0.002470711,0.0004077748,0.2298822],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03799265,"threshold_uncertainty_score":0.1270981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06746200880220335,"score_gpt":0.3273730843045481,"score_spread":0.2599110755023448,"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."}}