{"id":"W2172248509","doi":"10.1093/rheumatology/kei269","title":"Therapy switching and associated costs in elderly patients receiving COX-2 selective inhibitors or non-selective non-steroidal anti-inflammatory drugs in Quebec, Canada","year":2006,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"Pfizer","keywords":"Medicine; Tolerability; Cyclooxygenase; Drug; Pharmacoepidemiology; Pharmacology; Internal medicine; Adverse effect; Enzyme","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005757558,0.0003004021,0.0004709992,0.0009544097,0.001647017,0.001031943,0.0009861441,0.0004913014,0.002754595],"category_scores_gemma":[0.002625364,0.0002366991,0.0008062118,0.002933695,0.0003595416,0.0003529162,0.0004899494,0.0008713088,0.0001439755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03861111,"about_ca_system_score_gemma":0.01919967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920906,"about_ca_topic_score_gemma":0.9934679,"domain_scores_codex":[0.9991336,0.0001059611,0.00007854968,0.00009438654,0.0002753413,0.0003121704],"domain_scores_gemma":[0.9970567,0.0002629556,0.0009746474,0.00005879403,0.0009835865,0.0006633615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001735272,0.00005017871,0.9902771,0.00004689627,0.0001118471,0.0001366858,0.0001430979,0.0004100307,0.00006077643,0.0001012532,0.001473546,0.007015204],"study_design_scores_gemma":[0.00002401815,0.00004218623,0.9971517,0.0000504013,0.00006568274,0.00009262071,0.0003018829,0.001455276,0.00002928745,0.00002715536,0.0007482963,0.00001137237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887447,0.002622183,0.0001250164,0.0009358447,0.00002224657,0.00005436879,0.005259197,0.00001176562,0.002224603],"genre_scores_gemma":[0.99626,0.0009433213,0.0001566265,0.000181006,0.00001642263,0.00001382333,0.00175543,0.000003241062,0.0006700601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03861111,"threshold_uncertainty_score":0.2801445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003625068338174012,"score_gpt":0.2118910068355842,"score_spread":0.2082659384974102,"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."}}