{"id":"W2518266050","doi":"10.1212/wnl.0000000000002878","title":"Differential diagnosis and evaluation in pediatric inflammatory demyelinating disorders","year":2016,"lang":"en","type":"review","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Neuromyelitis optica; Medicine; Demyelinating Disorder; Acute disseminated encephalomyelitis; Differential diagnosis; Multiple sclerosis; Encephalomyelitis; Medical diagnosis; Spectrum disorder; Pediatrics; Immunology; Pathology; 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":[0.0005477379,0.000895364,0.0009833585,0.003667918,0.0003881127,0.001063454,0.0008700262,0.0009667174,0.001901664],"category_scores_gemma":[0.001936398,0.0002036278,0.0005028994,0.002218791,0.0006924813,0.00125222,0.0007156521,0.001279537,0.0008637416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004897542,"about_ca_system_score_gemma":0.001225733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733882,"about_ca_topic_score_gemma":0.002634911,"domain_scores_codex":[0.9995298,0.000126781,0.0001219568,0.00005900032,0.0001253844,0.00003702576],"domain_scores_gemma":[0.9993795,0.0003429841,0.0001159893,0.00001179552,0.0001148842,0.00003473462],"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":[0.0000636565,0.00005539219,0.005154289,0.02318323,0.0001126917,0.01199526,0.0006514035,0.0003458649,0.00123697,0.003013022,0.02926059,0.9249275],"study_design_scores_gemma":[0.00003282729,0.00009615997,0.01631025,0.0550165,0.0004394565,0.2143833,0.001897691,0.0002893521,0.001115116,0.007560034,0.7027919,0.0000674839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007367274,0.9963785,0.0003160694,0.0004876319,0.0001958993,0.000008696274,0.00002735064,0.00001214494,0.001836978],"genre_scores_gemma":[0.00754026,0.9902959,0.0009312479,0.0004133897,0.0004105828,0.00001026268,0.00006412943,0.000003003244,0.0003311239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003667918,"threshold_uncertainty_score":0.006361663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0795538049446105,"score_gpt":0.3895473800017706,"score_spread":0.3099935750571601,"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."}}