{"id":"W4379649800","doi":"10.1136/annrheumdis-2023-eular.1331","title":"POS1398-HPR SUPPORT NEEDED BY PEOPLE WITH SYSTEMIC SCLEROSIS TO REMAIN IN THE WORKFORCE","year":2023,"lang":"en","type":"article","venue":"","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Research Canada","funders":"Ankara Universitesi","keywords":"Medicine; Workforce; Multiple sclerosis; Intensive care medicine; Physical therapy; Physical medicine and rehabilitation; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001518972,0.0001816237,0.0003826015,0.0003107835,0.001513474,0.00117902,0.0006998779,0.002419622,0.246794],"category_scores_gemma":[0.003392027,0.0001507961,0.0004473381,0.0002840063,0.0004227583,0.001022274,0.00224684,0.001558728,0.03575976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000601407,"about_ca_system_score_gemma":0.003151851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024183,"about_ca_topic_score_gemma":0.002875326,"domain_scores_codex":[0.999068,0.0004094334,0.00006595567,0.00008307157,0.0001555966,0.0002180877],"domain_scores_gemma":[0.996427,0.0004555336,0.0002711712,0.00007035479,0.0003895101,0.002386418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001455103,0.001215093,0.01407947,0.002116404,0.00003610269,0.001266167,0.002906047,0.00008247879,0.004149225,0.001116981,0.4945943,0.4769826],"study_design_scores_gemma":[0.002129336,0.006163267,0.08469579,0.004192123,0.00008247815,0.00317554,0.02473824,0.0002329499,0.001310163,0.00184343,0.8713558,0.000080969],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2734096,0.007034272,0.001935211,0.1863351,0.01615188,0.00166197,0.004624871,0.001003399,0.5078437],"genre_scores_gemma":[0.6716589,0.006901496,0.01005402,0.07631544,0.005434546,0.003342075,0.003405772,0.0002467976,0.222641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.246794,"threshold_uncertainty_score":0.8256081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751215490414011,"score_gpt":0.2557419737791208,"score_spread":0.2282298188749807,"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."}}