{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004286464,0.001102523,0.0005857995,0.001196552,0.004764009,0.002436754,0.002786753,0.003158762,0.03197034],"category_scores_gemma":[0.004794675,0.0006138688,0.000970159,0.00117105,0.001355444,0.0009423982,0.002022632,0.002761936,0.0103154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01096749,"about_ca_system_score_gemma":0.04180552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1046672,"about_ca_topic_score_gemma":0.327758,"domain_scores_codex":[0.9975989,0.0006994064,0.0003383554,0.0002353758,0.0007779535,0.0003499422],"domain_scores_gemma":[0.996717,0.0002826665,0.0003101025,0.0003879291,0.001479023,0.0008232197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007656856,0.001660111,0.00395327,0.002883336,0.0001785747,0.00109024,0.00039369,0.0008946611,0.01023946,0.01747315,0.8026502,0.1509265],"study_design_scores_gemma":[0.001258189,0.001020744,0.01416832,0.0015407,0.0001231191,0.000599073,0.0001064117,0.0001571063,0.002520675,0.001464775,0.9769849,0.00005600568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03000423,0.04098277,0.01211491,0.03838827,0.009779994,0.2296494,0.05122109,0.0009593992,0.5868999],"genre_scores_gemma":[0.07451192,0.05233113,0.05794623,0.03604144,0.002532494,0.2682774,0.0564115,0.000375764,0.4515721],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1046672,"threshold_uncertainty_score":0.2081161,"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."}}