{"id":"W7132926326","doi":"","title":"Design of an Accelerated Longitudinal Cohort to Estimate Employment Trajectories using Multistate Models in a Population of Young Adults with Systemic Lupus Erythematosus","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Toronto Public Health","funders":"","keywords":"Retrospective cohort study; Psychological intervention; Young adult; Prospective cohort study; Cohort; Population; Cohort study","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":[0.02458848,0.0008453678,0.0008472606,0.0008218533,0.0007412935,0.0008342107,0.001146992,0.0009550733,0.002456236],"category_scores_gemma":[0.0206184,0.0006982466,0.001963239,0.0005218874,0.0004228727,0.0005191752,0.001392073,0.001347409,0.0003087802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007987581,"about_ca_system_score_gemma":0.004107409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007524242,"about_ca_topic_score_gemma":0.006428212,"domain_scores_codex":[0.9928549,0.005789859,0.0001747432,0.0006400783,0.0002483409,0.0002921353],"domain_scores_gemma":[0.9902883,0.004921065,0.001272002,0.0018073,0.001102063,0.0006093995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01918724,0.004770401,0.7530081,0.0002974072,0.002876273,0.0005240982,0.0007322998,0.1467751,0.002033647,0.006700325,0.003201648,0.05989334],"study_design_scores_gemma":[0.009679819,0.03022677,0.1571816,0.000208259,0.002183746,0.0003892305,0.0007368145,0.7818844,0.002286119,0.009495172,0.005551742,0.0001762815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9045143,0.0001452091,0.08543856,0.0004735184,0.0001418158,0.005941562,0.002441968,0.0001802977,0.0007227447],"genre_scores_gemma":[0.8742782,0.000153033,0.1088848,0.0002325279,0.00004650696,0.01265136,0.002460616,0.00001765638,0.001275215],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02458848,"threshold_uncertainty_score":0.1300378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06241821133372789,"score_gpt":0.3859753376288251,"score_spread":0.3235571262950972,"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."}}