{"id":"W2894724988","doi":"10.1212/wnl.90.15_supplement.p3.408","title":"Predictors of an Opicinumab Treatment Effect and Identification of an Efficacy Subpopulation: A Post hoc Analysis of the SYNERGY Study (P3.408)","year":2018,"lang":"en","type":"article","venue":"Neurology","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; NeuroRx Research (Canada)","funders":"","keywords":"Post hoc; Post-hoc analysis; Medicine; Identification (biology); Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001308975,0.00008251879,0.0002637623,0.00002978061,0.00006788633,0.00000559652,0.0001348872,0.00005307186,0.00002460743],"category_scores_gemma":[0.00002148835,0.00002765484,0.00007652631,0.0003502926,0.0001172939,0.00004576915,0.00003103867,0.0000274182,2.651829e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003820147,"about_ca_system_score_gemma":0.000003374712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003426443,"about_ca_topic_score_gemma":0.007306345,"domain_scores_codex":[0.9990659,0.0002762413,0.0002520214,0.0002166441,0.0001029483,0.00008624751],"domain_scores_gemma":[0.9994386,0.0001176308,0.0002045726,0.0001351335,0.00007113558,0.00003294926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004587256,0.0004892423,0.7704113,0.000002499226,0.0001230844,9.341579e-7,0.0003834728,0.00003516208,0.217068,0.00001631347,4.966828e-7,0.01101074],"study_design_scores_gemma":[0.0002678597,0.01933642,0.965751,9.45148e-7,0.0003256866,0.000002178561,0.00002662637,0.0006354147,0.01358463,0.000008382802,0.00002697943,0.00003387206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995181,0.00001321011,1.993561e-7,0.00007847694,0.00008224205,0.0002302942,0.00005388864,0.000007462168,0.00001610957],"genre_scores_gemma":[0.9998654,0.000004058746,0.000001851596,0.00001953093,0.00006076364,0.000006473017,0.00003578413,6.246518e-7,0.000005531421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2034834,"threshold_uncertainty_score":0.4077112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167548538096663,"score_gpt":0.2436757297626601,"score_spread":0.2320002443816934,"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."}}