{"id":"W2158343881","doi":"10.1177/1352458509359726","title":"Does MRI lesion activity regress in secondary progressive multiple sclerosis?","year":2010,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Merck KGaA","keywords":"Multiple sclerosis; Medicine; Lesion; Clinical neurology; Magnetic resonance imaging; Radiology; Pathology; Neuroscience; Psychology; Psychiatry","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":[0.002444928,0.0002169073,0.0007317659,0.0006755689,0.0001848669,0.0005125558,0.0003374306,0.0005691262,0.001191996],"category_scores_gemma":[0.01102914,0.0001116901,0.000396599,0.0004950978,0.0005421353,0.0004821082,0.0001812582,0.0005493546,0.0003539363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555735,"about_ca_system_score_gemma":0.0002158698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006587901,"about_ca_topic_score_gemma":0.0006059559,"domain_scores_codex":[0.9990851,0.0003204813,0.000100524,0.0001934928,0.0002350772,0.00006530163],"domain_scores_gemma":[0.9928533,0.002220378,0.00341181,0.0004494723,0.0006402918,0.0004247279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006717777,0.0002904531,0.9122692,0.0003288589,0.0003846698,0.0003476541,0.0001604882,0.0002662746,0.00439114,0.00008655825,0.0005224159,0.07423452],"study_design_scores_gemma":[0.0001109225,0.002205908,0.994141,0.00003350571,0.0001494855,0.001369647,0.00004846849,0.0003459488,0.0007190617,0.00009717869,0.0007733282,0.000005506566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889134,0.007953715,0.0004339571,0.0003976618,0.00003866266,0.00004298866,0.0001850916,0.0000359631,0.001998495],"genre_scores_gemma":[0.9988789,0.0006042111,0.0001140713,0.00008728509,0.00006658512,0.000007678367,0.0001222607,0.000004875038,0.0001141294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002444928,"threshold_uncertainty_score":0.01293015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09696441350255926,"score_gpt":0.3215835097101504,"score_spread":0.2246190962075911,"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."}}