{"id":"W4389467298","doi":"10.1212/wnl.86.16_supplement.i10.012","title":"Exploring Mechanisms of Multiple Sclerosis Lesion Evolution Using Advanced MRI (I10.012)","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Fraser Health; University of British Columbia","funders":"","keywords":"Multiple sclerosis; Medicine; Lesion; Radiology; Pathology; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001196521,0.0001040325,0.0001331534,0.0001414792,0.0001263018,0.000005866576,0.0001487463,0.00006616032,0.0000438192],"category_scores_gemma":[0.0004883145,0.00008442253,0.00005332263,0.0002368695,0.0001033865,0.0003252715,0.00005489007,0.000097743,0.00004271379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004041691,"about_ca_system_score_gemma":0.00001955006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001775216,"about_ca_topic_score_gemma":0.0000107724,"domain_scores_codex":[0.9987457,0.0002145439,0.0002326025,0.0004072244,0.000169867,0.000230045],"domain_scores_gemma":[0.9991822,0.0002805956,0.000172362,0.000271603,0.00003945872,0.00005378163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001843921,0.00003250534,0.0001461926,0.00000443699,6.867425e-7,0.000001703904,0.00002152417,0.0001002073,0.9826334,0.00441514,0.000003566511,0.01245623],"study_design_scores_gemma":[0.0006778514,0.0003453421,0.01685707,0.00001626177,0.000004966197,0.00002732684,0.000009740842,0.004838287,0.9752461,0.00158607,0.0002976115,0.00009338929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015744,0.000004490777,0.09647822,0.0008196838,0.0007675219,0.0001426722,0.000005029508,0.000110548,0.00009738449],"genre_scores_gemma":[0.9991105,0.00005326484,0.0003919774,0.000335128,0.00003099286,0.00003075188,2.367912e-7,0.00001964181,0.00002750407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09753605,"threshold_uncertainty_score":0.3442651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2302759475512255,"score_gpt":0.2752353084719785,"score_spread":0.04495936092075295,"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."}}