{"id":"W3135456141","doi":"10.1016/j.berh.2021.101667","title":"Employment outcomes in systemic sclerosis","year":2021,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; Mount Sinai Hospital; Toronto Western Hospital; University of Toronto","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Ontario Ministry of Economic Development, Job Creation and Trade","keywords":"Medicine; Work (physics); Context (archaeology); Population; Conceptual framework; Presenteeism; Gerontology; Work productivity; Disability benefits; Productivity; Absenteeism; Environmental health; Psychology; Economic growth; Social psychology","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":[0.002115339,0.001066054,0.004409133,0.00448061,0.0002959851,0.001744256,0.00108655,0.001241133,0.005647899],"category_scores_gemma":[0.003742537,0.0004320524,0.00248373,0.00560805,0.0005262809,0.001012995,0.001256491,0.001832061,0.0006734469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116969,"about_ca_system_score_gemma":0.002771851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006808896,"about_ca_topic_score_gemma":0.01559818,"domain_scores_codex":[0.9991191,0.0001890205,0.000255391,0.0001166855,0.0002476036,0.00007216354],"domain_scores_gemma":[0.9980792,0.001169472,0.0004694402,0.00002154996,0.0001856858,0.00007460033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004731749,0.0001227898,0.001928898,0.228798,0.003312508,0.00009724667,0.0001069817,0.0003027897,0.0001729718,0.0008093771,0.01490378,0.7489715],"study_design_scores_gemma":[0.00106711,0.000888104,0.04281155,0.5353543,0.03481639,0.001450254,0.0006980834,0.0004476579,0.0003504444,0.003361009,0.3785782,0.0001768531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009353763,0.9996393,0.000009023363,0.00007114848,0.00004941003,0.000002626973,0.00002704285,0.000001204737,0.0001067083],"genre_scores_gemma":[0.001704355,0.9979492,0.00003835526,0.0001332594,0.00007693012,0.000006520254,0.00003594251,4.479909e-7,0.00005499143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006808896,"threshold_uncertainty_score":0.01889408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4453850408996183,"score_gpt":0.5779237986126793,"score_spread":0.132538757713061,"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."}}