{"id":"W2979016565","doi":"10.1212/wnl.0000000000008319","title":"Head-to-head drug comparisons in multiple sclerosis","year":2019,"lang":"en","type":"review","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Natural history; Observational study; Head (geology); Clinical trial; Multiple sclerosis; Medicine; Attrition; Computer science; Randomized controlled trial; Medical physics; Physical medicine and rehabilitation; Surgery; Internal medicine; Psychiatry","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":[0.008500859,0.0009714502,0.005943314,0.003434823,0.0002822991,0.001749058,0.001352925,0.001710183,0.004702778],"category_scores_gemma":[0.01970907,0.0004348565,0.004755193,0.003694704,0.0006714631,0.001179793,0.000902068,0.0014869,0.0003889301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328511,"about_ca_system_score_gemma":0.002845866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882517,"about_ca_topic_score_gemma":0.004381731,"domain_scores_codex":[0.9938548,0.003703787,0.001232947,0.0003787983,0.0007201247,0.0001094429],"domain_scores_gemma":[0.9842572,0.01353383,0.001339166,0.000264734,0.0005077455,0.00009740618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001275374,0.00007697156,0.0004459675,0.5320491,0.01671432,0.00009675227,0.00009119875,0.0003478237,0.0003510395,0.00269636,0.004567855,0.4412874],"study_design_scores_gemma":[0.003271417,0.002165598,0.008201236,0.5348174,0.1321289,0.00115873,0.000490343,0.0005073709,0.001671916,0.01126571,0.304213,0.0001083597],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001576507,0.9993398,0.00005602633,0.0000881307,0.00009005312,0.0000353169,0.00002368204,0.000002572467,0.0002069365],"genre_scores_gemma":[0.006697227,0.9917713,0.0005376843,0.0005423711,0.0001224035,0.0001075286,0.00004853391,0.000004366173,0.000168641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008500859,"threshold_uncertainty_score":0.0449574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3382817748428885,"score_gpt":0.4295671764453702,"score_spread":0.09128540160248172,"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."}}