{"id":"W1977131112","doi":"10.1186/1471-2377-9-19","title":"MRI characteristics are predictive for CDMS in monofocal, but not in multifocal patients with a clinically isolated syndrome","year":2009,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Clinically isolated syndrome; Neurosurgery; Neurology; Magnetic resonance imaging; Multiple sclerosis; Placebo; Predictive value; Clinical trial; Radiology; Presentation (obstetrics); Neuroradiology; Interferon beta-1a; Internal medicine; Pathology; Interferon beta","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002832061,0.0002309776,0.0007460765,0.000251906,0.00004590825,0.000009495523,0.0001515716,0.0002329774,0.000009430291],"category_scores_gemma":[0.001768592,0.0001862267,0.00007301616,0.000235411,0.0001821338,0.00006278318,0.00007876897,0.000618408,0.00001203665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005488732,"about_ca_system_score_gemma":0.00009785714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002723123,"about_ca_topic_score_gemma":0.0001660399,"domain_scores_codex":[0.9976606,0.0001945838,0.0006623012,0.0005919922,0.0002749712,0.0006155774],"domain_scores_gemma":[0.9983103,0.0008034889,0.0001820589,0.0003170726,0.0002255355,0.000161584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03601195,0.001332853,0.9599077,0.00005567705,0.00003238239,0.0002072481,0.0001298127,0.00006258234,0.0002155628,0.00000265902,0.00008150194,0.001960141],"study_design_scores_gemma":[0.01038123,0.01895103,0.9457577,0.00007913627,0.0000230518,0.00001319119,0.00001605419,0.02455266,0.00001071409,0.00001430339,0.00006561232,0.0001353098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995292,0.000008972727,0.001034787,0.001303383,0.0001012891,0.002063457,0.0001238226,0.00005063649,0.00002167107],"genre_scores_gemma":[0.9969609,0.00005230875,0.0008045749,0.001803395,0.00006432615,0.0002034387,0.00005824331,0.00002831629,0.00002444735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02563073,"threshold_uncertainty_score":0.7594106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03664475477132748,"score_gpt":0.3119699079729341,"score_spread":0.2753251532016066,"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."}}