{"id":"W3172858896","doi":"10.3390/neurolint13020025","title":"Diagnostic Dilemma: An Atypical Case of Astrocytoma in a Patient with Relapsing–Remitting Multiple Sclerosis","year":2021,"lang":"en","type":"article","venue":"Neurology International","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Multiple sclerosis; Magnetic resonance imaging; Lesion; Radiology; Neurosurgery; Astrocytoma; Neuroimaging; Brain tumor; White matter; Positron emission tomography; Craniotomy; Neurological examination; Pathology; Glioma; Surgery; 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":[0.0005107487,0.001778499,0.001214578,0.002465246,0.003797395,0.001501831,0.001541741,0.006453417,0.001920688],"category_scores_gemma":[0.006048516,0.001126204,0.001058402,0.001764038,0.001946712,0.002653077,0.001831323,0.003244295,0.001047215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475718,"about_ca_system_score_gemma":0.0008575019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00241441,"about_ca_topic_score_gemma":0.003553569,"domain_scores_codex":[0.9991659,0.0001321514,0.0001284575,0.0002035765,0.000131499,0.0002384855],"domain_scores_gemma":[0.9979043,0.0006802841,0.0004447128,0.0001550672,0.0001753668,0.0006403275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002598344,0.00001579817,0.003469707,0.00002243709,0.000003356328,0.9950845,0.0001801009,0.00004615583,0.0003208929,0.00009824263,0.0002183657,0.000514553],"study_design_scores_gemma":[0.000008066287,0.00003633911,0.002097211,0.00001643045,0.000007365354,0.9967554,0.0001704428,0.000216888,0.0001608714,0.0001983479,0.0003250588,0.000007479179],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652961,0.00481746,0.004243207,0.01136205,0.0006031512,0.0003461587,0.0003241866,0.0002390329,0.01276863],"genre_scores_gemma":[0.9926998,0.00100456,0.002392102,0.001889584,0.0009997563,0.00004891215,0.00008503457,0.00003050703,0.0008497449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006453417,"threshold_uncertainty_score":0.01070714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0458373085116542,"score_gpt":0.2993406886961769,"score_spread":0.2535033801845227,"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."}}