{"id":"W2969870729","doi":"10.1212/wnl.92.15_supplement.p4.2-057","title":"Variation in Employment Status among People with MS in the United States, United Kingdom and Germany (P4.2-057)","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Kingdom; Variation (astronomy); Gerontology; Demography; Medicine; Sociology; Biology","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":[0.0006591571,0.0001300715,0.0002388225,0.000956848,0.0003275075,0.0003906541,0.0002651762,0.0003664624,0.00190888],"category_scores_gemma":[0.002039051,0.0001081382,0.0004784573,0.001936587,0.0001305835,0.0002494151,0.0006683771,0.000256452,0.0003287967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004150947,"about_ca_system_score_gemma":0.0002835166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07338231,"about_ca_topic_score_gemma":0.08264392,"domain_scores_codex":[0.999365,0.0001862146,0.0001066451,0.00007526233,0.00009261743,0.0001743074],"domain_scores_gemma":[0.9989352,0.0001694583,0.0004434106,0.00007724377,0.0001928144,0.000181895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002916926,0.00001792161,0.9959584,0.00002406569,0.0001568091,0.00006204721,0.0001681474,0.00006664881,0.0001362758,0.00007299564,0.001040306,0.002004723],"study_design_scores_gemma":[0.000003767844,0.00001690593,0.9995018,0.000006873684,0.00001331867,0.0000205527,0.0001292525,0.00003284159,0.00001704105,0.000006228925,0.0002500324,0.000001413946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930114,0.0003204923,0.0000416398,0.00009046982,0.00001837098,0.000008027961,0.005601455,0.00000303176,0.0009051555],"genre_scores_gemma":[0.9962983,0.00007653853,0.00005711914,0.00004053483,0.000004605979,0.0000151988,0.003094575,0.000001944645,0.0004112245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07338231,"threshold_uncertainty_score":0.1459104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411427718501588,"score_gpt":0.2381550594362714,"score_spread":0.2240407822512555,"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."}}