{"id":"W4400963187","doi":"10.1177/08465371241261847","title":"Typical and Emerging Diagnostic MRI Features in Multiple Sclerosis","year":2024,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Multiple sclerosis; Magnetic resonance imaging; Radiology; McDonald criteria; Lesion; Disease; Spinal cord; Pathology","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":[0.0005004391,0.0008504328,0.001040756,0.005245501,0.0002444991,0.0008969141,0.0007842163,0.0009819298,0.002332744],"category_scores_gemma":[0.001614904,0.0002489544,0.00057213,0.003510254,0.0007329223,0.001073145,0.0004895166,0.001029015,0.0009368517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007689822,"about_ca_system_score_gemma":0.00130741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976171,"about_ca_topic_score_gemma":0.007085722,"domain_scores_codex":[0.9996734,0.00005758932,0.00007881804,0.00005075769,0.0001122725,0.00002731039],"domain_scores_gemma":[0.9994341,0.0002326485,0.0001343046,0.00001208011,0.000155836,0.00003107958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009047824,0.00003731246,0.001327971,0.04447655,0.0001570176,0.002031142,0.0002103771,0.0002383005,0.00221348,0.002002346,0.03086569,0.9163494],"study_design_scores_gemma":[0.00004274738,0.0001221943,0.01245929,0.03139236,0.0007037082,0.05379122,0.0004647533,0.000190517,0.001094177,0.002690601,0.8969765,0.00007199075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001851813,0.9985214,0.0001001388,0.0001928834,0.0001125261,0.000006681036,0.00002027905,0.00000687044,0.0008540405],"genre_scores_gemma":[0.002227605,0.9967827,0.0003352843,0.000199618,0.0001753293,0.000005830513,0.00003708919,0.000001415879,0.0002351128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005245501,"threshold_uncertainty_score":0.00790602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839864396942912,"score_gpt":0.3493192967610831,"score_spread":0.2653328570667919,"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."}}