{"id":"W1501800503","doi":"10.1002/art.20822","title":"Managing arthritis and employment: Making arthritis‐related work changes as a means of adaptation","year":2004,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Hospital and Health Sciences Centre; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Psychosocial; Medicine; Arthritis; Rheumatoid arthritis; Work (physics); Adaptation (eye); Perception; Physical therapy; Clinical psychology; Psychology; Psychiatry; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001117385,0.0003339298,0.0007060466,0.0009444362,0.0005915622,0.0001989205,0.0002318286,0.000217022,0.0003883355],"category_scores_gemma":[0.0004000626,0.0003632333,0.0001557532,0.001236737,0.0009707977,0.0003479086,0.0002637755,0.0009096485,0.0001441124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919162,"about_ca_system_score_gemma":0.000383693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009740182,"about_ca_topic_score_gemma":0.004889849,"domain_scores_codex":[0.9951538,0.0003538506,0.0006444675,0.0007671672,0.001821458,0.00125928],"domain_scores_gemma":[0.99769,0.0002324702,0.0001195885,0.0005835145,0.0009125831,0.000461801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000358,0.0001425758,0.002087805,0.0001363023,0.0001371381,0.001438261,0.02058123,0.00004141799,0.001658432,0.008063584,0.0001148202,0.9652404],"study_design_scores_gemma":[0.1192616,0.02615643,0.05477021,0.1685774,0.00006704679,0.01269698,0.3063973,0.0004321226,0.0649742,0.1524189,0.08969218,0.004555512],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6902642,0.2967969,0.0001344988,0.00392646,0.0001299612,0.001340523,0.00004103434,0.0001632435,0.007203146],"genre_scores_gemma":[0.731038,0.267567,0.0007798335,0.00009892077,0.00008350091,0.0001690337,0.00005832628,0.00007258511,0.0001328663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9606849,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690878467596347,"score_gpt":0.3331183479801938,"score_spread":0.2962095633042303,"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."}}