{"id":"W2065168543","doi":"10.1007/s10067-011-1845-8","title":"An evaluation of the impact of seniors on a rheumatology referral clinic: demographics and pharmacotherapy","year":2011,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heritage Medical Research Clinic; University of Alberta","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Polypharmacy; Physical therapy; Osteoporosis; Psoriatic arthritis; Rheumatoid arthritis; Pharmacotherapy; Population; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003280074,0.0002090065,0.001057859,0.0001973146,0.00007599566,0.000004451693,0.0002755511,0.0003368889,0.0008682772],"category_scores_gemma":[0.001683041,0.0001279468,0.0004583225,0.0002616346,0.00171289,0.00007904255,0.00005506583,0.0005475914,0.00001262839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000185047,"about_ca_system_score_gemma":0.0004934877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003662498,"about_ca_topic_score_gemma":0.00005373091,"domain_scores_codex":[0.995716,0.001735465,0.001350105,0.0003949849,0.0004448593,0.0003586028],"domain_scores_gemma":[0.9970097,0.0009721389,0.0005574737,0.0007019872,0.0004877461,0.0002709589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002853329,0.001475937,0.9653815,0.00004198767,0.0004894037,0.000002564451,0.0006358303,0.000001569929,0.0004489937,0.001381508,0.0003683127,0.02691908],"study_design_scores_gemma":[0.01182489,0.008338395,0.9687463,0.0003861753,0.00006010804,0.0004775142,0.0002864149,0.002301462,0.001121512,0.006188597,0.00008580015,0.0001828206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965394,0.001582774,0.00001788658,0.0002032044,0.0002892103,0.0006248054,0.00001487976,0.00002836015,0.0006994411],"genre_scores_gemma":[0.9807754,0.01883184,0.0002370387,0.00008042708,0.000007493275,0.0000243233,0.000007508786,0.00002727733,0.000008671992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02673626,"threshold_uncertainty_score":0.9507025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581772397264776,"score_gpt":0.4766942623460804,"score_spread":0.3185170226196027,"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."}}