{"id":"W3185484305","doi":"10.1177/13524585211031791","title":"High prevalence of comorbidities at diagnosis in immigrants with multiple sclerosis","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Toronto Western Hospital; University of Toronto; University Health Network; North York General Hospital; University of Waterloo; St. Michael's Hospital","funders":"Multiple Sclerosis Society of Canada","keywords":"Medicine; Comorbidity; Anxiety; Multiple sclerosis; COPD; Population; Depression (economics); Diabetes mellitus; Immigration; Mood disorders; Disease; Mood; Internal medicine; Psychiatry; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003899728,0.0001306859,0.0002184869,0.0007885495,0.0008889824,0.0005304084,0.0002294107,0.0002666169,0.001483727],"category_scores_gemma":[0.001655911,0.0001099881,0.0001710444,0.0009786843,0.0002944359,0.0002483312,0.0004689611,0.0003215769,0.00008840141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009737075,"about_ca_system_score_gemma":0.001048384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1212792,"about_ca_topic_score_gemma":0.1764263,"domain_scores_codex":[0.9997081,0.00005208006,0.00003352021,0.00005281774,0.00008299053,0.00007053727],"domain_scores_gemma":[0.9989961,0.0001072977,0.000480593,0.00002911094,0.0001913496,0.0001954921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000231534,0.00000531018,0.9983694,0.000009890776,0.00001515378,0.0001031951,0.000195898,0.000007099737,0.0001146838,0.00001494883,0.0001066642,0.00103472],"study_design_scores_gemma":[0.000001336581,0.000009542747,0.9991435,0.00001579551,0.000007271296,0.0001699748,0.0004794667,0.00002210554,0.00001645841,0.00001106122,0.0001214805,0.000002013303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989029,0.000293633,0.00002143001,0.00009892934,0.000005830091,0.00000358439,0.0001632983,0.000001567918,0.0005088288],"genre_scores_gemma":[0.9995011,0.0001887063,0.00003743848,0.00004152565,0.000007326071,0.000002929004,0.0001525718,6.908954e-7,0.00006773567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212792,"threshold_uncertainty_score":0.2411466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023302561037434,"score_gpt":0.2851614332133802,"score_spread":0.1828311771096367,"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."}}