{"id":"W4280639835","doi":"10.1002/cpz1.437","title":"Autologous Hematopoietic Stem Cell Transplantation for Multiple Sclerosis, the Ottawa Protocol","year":2022,"lang":"en","type":"article","venue":"Current Protocols","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Leukapheresis; Hematopoietic stem cell transplantation; Multiple sclerosis; Transplantation; Stem cell; Cyclophosphamide; CD34; Immunology; Surgery; Chemotherapy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007676,0.0002766227,0.0004125963,0.000116021,0.001024423,0.00006501535,0.0004180618,0.00004736384,0.0001957957],"category_scores_gemma":[0.00009416639,0.0001916743,0.0002140171,0.0003293869,0.0001510063,0.00009252311,0.000181524,0.0005440028,0.00002652104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168752,"about_ca_system_score_gemma":0.0002489139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007994397,"about_ca_topic_score_gemma":0.00000620906,"domain_scores_codex":[0.9971158,0.0003188718,0.0005819295,0.0005159503,0.0008670654,0.0006004046],"domain_scores_gemma":[0.9983869,0.0004648174,0.0002330773,0.0005724592,0.000193093,0.0001497138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01452838,0.01076,0.082662,0.04925613,0.0004268711,0.00004106191,0.01506194,0.0006660019,0.1173536,0.001181855,0.1767056,0.5313566],"study_design_scores_gemma":[0.02400917,0.003194202,0.06180146,0.0009364313,0.0001219776,0.00005103876,0.0008978844,0.003286042,0.04396934,0.0001025434,0.8610609,0.0005690036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003955106,0.00005511122,0.001613799,0.0007542865,0.0001142885,0.992781,0.0002133807,0.0001817524,0.000331223],"genre_scores_gemma":[0.09452159,0.000006163343,0.0003292944,0.00008385107,0.0001360011,0.9045556,0.00005110596,0.00004467933,0.000271725],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6843553,"threshold_uncertainty_score":0.7879134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414995630191543,"score_gpt":0.3872583495374967,"score_spread":0.2457587865183424,"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."}}