{"id":"W2911658427","doi":"10.1212/wnl.0000000000007035","title":"The prevalence of MS in the United States","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Multiple Sclerosis Society","keywords":"Environmental health; Medicine","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":[0.001058127,0.0002562528,0.0002345483,0.002191878,0.0001950111,0.0005391193,0.0002493217,0.0002724576,0.001542572],"category_scores_gemma":[0.003684316,0.0001345443,0.0003622927,0.001533558,0.0001495381,0.0004650953,0.000389982,0.0002721551,0.0004694739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051575,"about_ca_system_score_gemma":0.0007297714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02631155,"about_ca_topic_score_gemma":0.01972595,"domain_scores_codex":[0.9991222,0.0002551289,0.0001520103,0.0001772477,0.0002400892,0.00005335902],"domain_scores_gemma":[0.998461,0.0002707472,0.0006166883,0.00005378531,0.0005081141,0.00008965453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006527376,0.00003931816,0.9551513,0.0002382672,0.0002322515,0.00007086798,0.0001530636,0.0005846486,0.0002521778,0.0003075349,0.01400463,0.02890063],"study_design_scores_gemma":[0.00001390674,0.00005947555,0.9885232,0.0003121207,0.0001042158,0.0004015088,0.0002419648,0.001073236,0.0001616134,0.0003693515,0.008727479,0.00001201437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640363,0.01411021,0.003662291,0.003114044,0.0002730697,0.0001376957,0.09410939,0.0003914622,0.02016561],"genre_scores_gemma":[0.9640186,0.004096652,0.002404748,0.0006631665,0.0001571888,0.0001501935,0.02763468,0.00001602184,0.0008587354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02631155,"threshold_uncertainty_score":0.05231678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04156960221921289,"score_gpt":0.3266703768370823,"score_spread":0.2851007746178694,"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."}}