{"id":"W4290830430","doi":"10.1136/jnnp-2022-abn2.180","title":"136 NOVA primary results randomised controlled study of natalizumab Q6W versus continued Q4W treatment for MS","year":2022,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; NeuroRx Research (Canada)","funders":"","keywords":"Natalizumab; Medicine; Clinical endpoint; Dosing; Internal medicine; Pediatrics; Randomized controlled trial; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007393412,0.0003453878,0.001887946,0.0005568067,0.0002269372,0.00001330478,0.0002285018,0.0001251497,0.00008132626],"category_scores_gemma":[0.0005851293,0.0002564893,0.001197286,0.0003088697,0.0001056351,0.00007738242,0.00006390634,0.0006206638,0.000001468526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006057407,"about_ca_system_score_gemma":0.0007718814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001818706,"about_ca_topic_score_gemma":0.000006713074,"domain_scores_codex":[0.9958192,0.0007113017,0.002046096,0.0004139194,0.0005907047,0.0004188486],"domain_scores_gemma":[0.9952967,0.001700111,0.002045868,0.0004682736,0.000222031,0.000267088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9452153,0.01126973,0.01845526,0.00004696932,0.001928329,0.001122222,0.0001653027,0.0003717764,0.003343525,0.00001122487,0.01721177,0.0008585731],"study_design_scores_gemma":[0.8601919,0.05943811,0.0640586,0.00003054304,0.003668335,0.001825172,0.0002151146,0.0001418153,0.0001050659,0.00004057493,0.01002838,0.0002564292],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796378,0.001825118,0.000002572093,0.004193611,0.01141951,0.002210363,0.0001461977,0.00003044747,0.0005344001],"genre_scores_gemma":[0.9968172,0.0001958565,0.00003120662,0.001996211,0.0005481145,0.0001027691,0.00002551227,0.00005946554,0.000223617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08502346,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252736182210775,"score_gpt":0.3036362181753625,"score_spread":0.2711088563532547,"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."}}