{"id":"W7161971943","doi":"10.82308/29314","title":"Magnetic resonance imaging study of brain atrophy in multiple sclerosis patients treated with autologous hematopoietic stem cell transplantation","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transplantation; Central nervous system disease; Multiple sclerosis; Hematopoietic cell","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002098195,0.0002350183,0.0004076322,0.0006108895,0.0003161978,0.0002621324,0.0001917923,0.0004965116,0.001300648],"category_scores_gemma":[0.0007630712,0.0001346789,0.0002601073,0.000353856,0.0002290741,0.0002126954,0.0001448837,0.000435022,0.0002437215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695722,"about_ca_system_score_gemma":0.0002542124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630328,"about_ca_topic_score_gemma":0.00250201,"domain_scores_codex":[0.9999048,0.00001968268,0.00001245289,0.00002076694,0.00001869152,0.00002373435],"domain_scores_gemma":[0.9996866,0.0000591862,0.00007122857,0.00001241751,0.00006266231,0.0001079214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006362445,0.001550956,0.9127309,0.0001509517,0.0003748839,0.02515295,0.001050764,0.0002743342,0.03167448,0.00007132283,0.0006889643,0.01991717],"study_design_scores_gemma":[0.00009784468,0.001990033,0.9878191,0.00001383996,0.0001267018,0.007904654,0.000195206,0.0001918397,0.001006486,0.00003453347,0.0006110335,0.000008670407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973356,0.000670153,0.00004038128,0.00007593025,0.000009264747,0.00002068316,0.00006446409,0.000005803837,0.001777617],"genre_scores_gemma":[0.9990427,0.0002750499,0.00005266201,0.00007622359,0.00002547486,0.00001362591,0.0001013002,0.000001408232,0.0004114991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002630328,"threshold_uncertainty_score":0.005230069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701298264101356,"score_gpt":0.2692669314661675,"score_spread":0.2422539488251539,"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."}}