{"id":"W2048115387","doi":"10.4103/0028-3886.115058","title":"Prognostic value of magnetic resonance imaging in patients with clinically isolated syndrome conversion to multiple sclerosis: A meta-analysis","year":2013,"lang":"en","type":"review","venue":"Neurology India","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Magnetic resonance imaging; Meta-analysis; Multiple sclerosis; Clinically isolated syndrome; Value (mathematics); Nuclear magnetic resonance; Radiology; Pathology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006709662,0.0006519507,0.00621056,0.001566484,0.0000661551,0.000019384,0.000493775,0.0003885295,0.0002975633],"category_scores_gemma":[0.001905993,0.0004374053,0.001279112,0.002288343,0.0003584443,0.00007683726,0.0004289685,0.001173101,0.0001464502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006560413,"about_ca_system_score_gemma":0.000235941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001695865,"about_ca_topic_score_gemma":0.00002106706,"domain_scores_codex":[0.994381,0.001127657,0.001711001,0.001206753,0.0007972515,0.0007763856],"domain_scores_gemma":[0.9955304,0.001995148,0.0006889934,0.001023482,0.0004551811,0.0003067841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001390497,0.001096501,0.8573506,0.004690386,0.02184298,0.0002577648,0.0001482507,0.00001459268,0.00000178807,0.000001044498,0.0002551538,0.1129504],"study_design_scores_gemma":[0.002367346,0.006298483,0.8633284,0.001278264,0.1155644,0.00001371285,0.000003811459,0.0001853197,1.709133e-7,5.96043e-7,0.01060661,0.0003528377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06970192,0.9230534,0.000007168884,0.0002106968,0.00007654102,0.006674762,0.0001974469,0.00004983969,0.00002823809],"genre_scores_gemma":[0.1516384,0.8449669,0.0006906381,0.0007609192,0.00002032261,0.001542515,0.000198614,0.0001222946,0.00005937536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1125976,"threshold_uncertainty_score":0.9998078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09068206248938915,"score_gpt":0.3318471222186631,"score_spread":0.241165059729274,"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."}}