{"id":"W3045049487","doi":"10.1002/acr.24381","title":"Depressive Symptoms and the Arthritis–Employment Interface: A Population‐Level Study","year":2020,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Oak Ridge Institute for Science and Education; Centers for Disease Control and Prevention; National Institutes of Health; Arthritis Society; U.S. Department of Energy","keywords":"Depressive symptoms; Interface (matter); Arthritis; Population; Medicine; Psychology; Clinical psychology; Psychiatry; Environmental health; Computer science; Internal medicine; Anxiety","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":[0.001343733,0.000246409,0.0003542916,0.0007574513,0.0006373783,0.001059548,0.0004436953,0.0006548373,0.0009930383],"category_scores_gemma":[0.002883619,0.0004494174,0.0005836833,0.001536312,0.0002620671,0.0008706026,0.0008671634,0.0009946191,0.0003120673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606339,"about_ca_system_score_gemma":0.0004293891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008582065,"about_ca_topic_score_gemma":0.01311857,"domain_scores_codex":[0.9991567,0.0003070785,0.0001241592,0.0001329791,0.0001398217,0.0001393333],"domain_scores_gemma":[0.998697,0.0001214065,0.0007053408,0.00008632646,0.0001711461,0.0002187026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003743663,0.00004882718,0.9992353,0.000008794648,0.00006172098,0.00002041709,0.00007105491,0.000008423914,0.00003001971,0.000008687729,0.00008491178,0.0003843798],"study_design_scores_gemma":[0.000006614871,0.00006046992,0.9994643,0.000009284609,0.00002774925,0.0000717601,0.0001858756,0.00005035437,0.000008703238,0.000008012089,0.0001045999,0.00000226325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978631,0.000528824,0.00009771608,0.00009723409,0.000009895457,0.00002653167,0.0009131071,0.000002949518,0.0004606024],"genre_scores_gemma":[0.9992229,0.000172534,0.0000656645,0.00005919837,0.00001081561,0.00002403561,0.0003536717,0.000001189406,0.00008999872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008582065,"threshold_uncertainty_score":0.01706421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05436000757067836,"score_gpt":0.3658561238607569,"score_spread":0.3114961162900785,"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."}}