{"id":"W4393234673","doi":"10.1136/jnnp-2023-332790","title":"Effectiveness of autologous haematopoietic stem cell transplantation versus natalizumab in progressive multiple sclerosis","year":2024,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Health and Medical Research Council; Multiple Sclerosis Australia","keywords":"Natalizumab; Medicine; Expanded Disability Status Scale; Multiple sclerosis; Transplantation; Hematopoietic stem cell transplantation; Internal medicine; 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":[0.002626932,0.000175142,0.0005549428,0.0002552923,0.000188326,0.0004532361,0.0003003402,0.0002561722,0.0008702393],"category_scores_gemma":[0.00399798,0.00009292999,0.0008805635,0.0003052412,0.0003664909,0.0002264175,0.0003447911,0.0004680066,0.000107856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000486493,"about_ca_system_score_gemma":0.0006686759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008753389,"about_ca_topic_score_gemma":0.0007438723,"domain_scores_codex":[0.998505,0.0009185985,0.0001134058,0.0001709835,0.0001929518,0.00009906096],"domain_scores_gemma":[0.9978955,0.0007446432,0.0008105465,0.000157346,0.0000688791,0.0003230943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5332925,0.004728565,0.3431377,0.0004813911,0.00555389,0.0002871911,0.0001792175,0.003193986,0.004188795,0.0003017117,0.0005859202,0.1040693],"study_design_scores_gemma":[0.05342585,0.2351106,0.6881649,0.0001507978,0.00551055,0.001111845,0.0002075139,0.007950986,0.005587934,0.0008360769,0.001907152,0.00003577398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989113,0.0007875457,0.000074512,0.00002864962,0.00001032192,0.00002206824,0.00004976894,0.000002385284,0.0001133474],"genre_scores_gemma":[0.9996662,0.0001445677,0.00004918246,0.00001857578,0.00001179599,0.0000110683,0.00006824259,5.202565e-7,0.0000299126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002626932,"threshold_uncertainty_score":0.01389265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926815840677214,"score_gpt":0.3018294652870424,"score_spread":0.2625613068802702,"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."}}