{"id":"W2074396393","doi":"10.1186/1471-2474-15-14","title":"Real-world effectiveness of abatacept for rheumatoid arthritis treatment in European and Canadian populations: a 6-month interim analysis of the 2-year, observational, prospective ACTION study","year":2014,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"Bristol-Myers Squibb","keywords":"Medicine; Tolerability; Abatacept; Internal medicine; Discontinuation; Rheumatoid arthritis; Observational study; Adverse effect; Physical therapy; Rheumatism; Rheumatology; Population; Interim analysis; Hazard ratio; Prospective cohort study; Clinical trial; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005806934,0.0001409238,0.0004308297,0.0005081267,0.0001017234,0.00001493591,0.00007308656,0.00002496355,0.00002036784],"category_scores_gemma":[0.0003208456,0.0001068927,0.0002431509,0.0007611098,0.0001268866,0.0001014495,0.00002448727,0.00006514487,6.26863e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510166,"about_ca_system_score_gemma":0.0001343182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1079162,"about_ca_topic_score_gemma":0.8742024,"domain_scores_codex":[0.9984976,0.0005246352,0.0003278503,0.0002577718,0.000198811,0.000193324],"domain_scores_gemma":[0.9991671,0.0002506186,0.0001109642,0.0002703521,0.0001111673,0.00008980322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002720437,0.000459402,0.9850549,0.0001129883,0.0004208734,2.234969e-7,0.0006552972,0.0001488544,0.000184288,0.002100401,0.000003718645,0.01058709],"study_design_scores_gemma":[0.003701767,0.00105804,0.9921688,0.000235088,0.00004538484,3.671873e-7,0.001268484,0.0008566732,0.00003549251,0.0004475418,0.00009332108,0.00008901638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962555,0.0002971724,0.0001966604,0.00005850866,0.00004259246,0.002221869,0.00004949291,0.00001136316,0.0008668748],"genre_scores_gemma":[0.9981251,0.00125209,0.0001965805,0.000003259302,0.000006714754,0.0002689175,0.00009893092,0.00001973934,0.00002866936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7662862,"threshold_uncertainty_score":0.8980243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631706901972411,"score_gpt":0.3324563021246627,"score_spread":0.2961392331049386,"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."}}