{"id":"W3155910301","doi":"10.1016/j.msard.2021.102967","title":"Socioeconomic status and access to multiple sclerosis treatment in Mexico","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Multiple sclerosis; Socioeconomic status; Neurology; Neurosurgery; Pediatrics; Expanded Disability Status Scale; Internal medicine; Physical therapy; Surgery; Population; Environmental health; 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":[0.0004435109,0.0001421597,0.0002423215,0.0009642949,0.001040923,0.001058273,0.0003503484,0.0003907985,0.002938915],"category_scores_gemma":[0.00227768,0.0001975437,0.0003560503,0.001630647,0.0003552079,0.0005216569,0.0009042533,0.0005800475,0.0001091079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037515,"about_ca_system_score_gemma":0.0007580463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1198338,"about_ca_topic_score_gemma":0.1308961,"domain_scores_codex":[0.9996247,0.0001230021,0.00003041829,0.00003870832,0.00003490109,0.0001481968],"domain_scores_gemma":[0.9986458,0.0002091229,0.0007818746,0.00004616649,0.00007964205,0.0002372968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152189,0.0001427895,0.9963804,0.00002140657,0.00009827811,0.0001288007,0.0007391932,0.00003501635,0.0000561528,0.0002485224,0.0002588402,0.001738603],"study_design_scores_gemma":[0.00001305564,0.00004005672,0.9973975,0.0000336521,0.00004489307,0.00007092708,0.001696895,0.0000558389,0.00001456092,0.00005416408,0.0005747197,0.000003629245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979961,0.0004859731,0.0000143213,0.000310163,0.000006282889,0.000003256422,0.0002116391,8.993985e-7,0.0009713828],"genre_scores_gemma":[0.9989773,0.0004488935,0.00002229593,0.00006201264,0.00001119418,0.000005703071,0.0001625076,0.00000121721,0.0003089201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1198338,"threshold_uncertainty_score":0.2382725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05984559780417387,"score_gpt":0.2989172757336982,"score_spread":0.2390716779295243,"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."}}