{"id":"W4379649651","doi":"10.1136/annrheumdis-2023-eular.3341","title":"POS1475 EMPLOYMENT TRAJECTORY OF CANADIAN YOUNG ADULTS WITH SYSTEMIC LUPUS ERYTHEMATOSUS","year":2023,"lang":"en","type":"article","venue":"","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Winnipeg; University of Toronto; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Medicine; Trajectory; Lupus erythematosus; Systemic lupus; Dermatology; Immunology; Internal medicine; Antibody; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005554651,0.0002186401,0.0002987176,0.0008697196,0.001968581,0.0006849059,0.0007971787,0.0003903846,0.005876956],"category_scores_gemma":[0.001803439,0.0001765748,0.0005139181,0.001858759,0.0002397006,0.0002226555,0.0005850972,0.0005617116,0.0005818232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01261778,"about_ca_system_score_gemma":0.01943484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868275,"about_ca_topic_score_gemma":0.9910272,"domain_scores_codex":[0.9995818,0.00002453882,0.00002452871,0.00006193688,0.000124134,0.0001830073],"domain_scores_gemma":[0.999211,0.00003976626,0.0001374862,0.00002097596,0.0003582156,0.0002326498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001711802,0.00004311318,0.975416,0.00008795146,0.00004326087,0.000162306,0.0008691622,0.0002974389,0.0001516852,0.0002467652,0.007308471,0.01520259],"study_design_scores_gemma":[0.00001639994,0.00003608096,0.9939272,0.0001212391,0.00003137616,0.0001138027,0.001111772,0.0005994547,0.00005086985,0.00006963456,0.003908602,0.00001343708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955345,0.00162221,0.0001830347,0.001268435,0.00003919998,0.00009322286,0.03189098,0.00002834609,0.00952959],"genre_scores_gemma":[0.9885931,0.0008347954,0.00033057,0.0002741431,0.00001158698,0.00005329855,0.007496053,0.000008554232,0.002397863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317251,"threshold_uncertainty_score":0.09154886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263573421430284,"score_gpt":0.264908261678819,"score_spread":0.2422725274645162,"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."}}