{"id":"W2964973090","doi":"10.1177/1352458520985238","title":"Autologous haematopoietic stem cell transplantation as a first-line disease-modifying therapy in patients with ‘aggressive’ multiple sclerosis","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institute for Health and Care Research","keywords":"Medicine; Multiple sclerosis; Expanded Disability Status Scale; Transplantation; Magnetic resonance imaging; Internal medicine; Hematopoietic stem cell transplantation; Stem cell; Disease; Surgery; Oncology; Radiology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004719855,0.0001443326,0.0002969067,0.0002999364,0.0002349339,0.0003417106,0.0001345257,0.0002436853,0.0005571441],"category_scores_gemma":[0.001174294,0.00006072172,0.0001434469,0.000301746,0.0002666136,0.0001641557,0.0001361945,0.0002742279,0.0001351391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539274,"about_ca_system_score_gemma":0.0002787364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002875589,"about_ca_topic_score_gemma":0.0003370481,"domain_scores_codex":[0.9998206,0.00007908054,0.00002215117,0.00002024042,0.00003591532,0.00002204284],"domain_scores_gemma":[0.9993194,0.0002307495,0.0002464996,0.00003510832,0.00003416228,0.0001340841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006537708,0.0006623421,0.8483779,0.0002858029,0.0001583319,0.007559039,0.0007337446,0.0007463311,0.009355846,0.0001867718,0.001023547,0.1243726],"study_design_scores_gemma":[0.001535689,0.0256052,0.9087953,0.0001692724,0.0003447422,0.04944927,0.0005823804,0.002410497,0.00549154,0.0004991138,0.005088524,0.00002845879],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979091,0.001473832,0.0001176284,0.00004510372,0.000005460999,0.00001385175,0.00002463606,0.000007997006,0.0004022731],"genre_scores_gemma":[0.9994111,0.0002797123,0.0001470555,0.00004518992,0.00002148781,0.000008042352,0.00004746751,7.896338e-7,0.00003914951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005571441,"threshold_uncertainty_score":0.002496123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07899143060625634,"score_gpt":0.2774198866422497,"score_spread":0.1984284560359934,"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."}}