{"id":"W3022190080","doi":"10.1177/1352458520917936","title":"Autologous hematopoietic stem cell transplantation for multiple sclerosis: A current perspective","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Multiple sclerosis; Medicine; Hematopoietic stem cell transplantation; Intensive care medicine; Transplantation; Clinical trial; Alemtuzumab; Regimen; Stem cell; Conditioning regimen; Disease; Physical therapy; Oncology; Immunology; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007132034,0.0006549018,0.001139706,0.0003318058,0.0009945214,0.0002616329,0.0004792453,0.0002235977,0.0001194736],"category_scores_gemma":[0.0009038923,0.0005687305,0.0008687715,0.0006017891,0.0002866365,0.0004116459,0.0001302224,0.001276856,0.0001283062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006058635,"about_ca_system_score_gemma":0.0003645129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004248063,"about_ca_topic_score_gemma":0.00003609754,"domain_scores_codex":[0.9950758,0.0002858504,0.001140232,0.0009762634,0.001258596,0.001263246],"domain_scores_gemma":[0.9957073,0.0009026963,0.000485008,0.0004112616,0.001243378,0.001250356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01114594,0.003167279,0.1145547,0.004021191,0.001315068,0.000126877,0.05857141,0.001159083,0.6122268,0.0001204918,0.02554423,0.1680469],"study_design_scores_gemma":[0.05985416,0.004494305,0.7075742,0.003927847,0.001523219,0.0004461196,0.02509135,0.04957858,0.1374517,0.0001248187,0.007760877,0.002172754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274871,0.01079445,0.04074402,0.01331884,0.001188921,0.004855085,0.0006463181,0.0005614104,0.0004038779],"genre_scores_gemma":[0.9846801,0.00759942,0.00537305,0.0006206008,0.001096774,0.0003970682,0.00004408688,0.000136838,0.0000520273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5930195,"threshold_uncertainty_score":0.9996764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573078502583455,"score_gpt":0.319929875146604,"score_spread":0.1626220248882585,"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."}}