{"id":"W3158095778","doi":"10.1176/appi.neuropsych.20110294","title":"Adult Hereditary White Matter Diseases With Psychiatric Presentation: Clinical Pointers and MRI Algorithm to Guide the Diagnostic Process","year":2021,"lang":"en","type":"article","venue":"Journal of Neuropsychiatry","topic":"RNA regulation and disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; White matter; Presentation (obstetrics); Psychiatry; Genetic testing; Magnetic resonance imaging; Pediatrics; Consanguinity; Pathology; Radiology; Internal medicine","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":[0.00007128966,0.0001283279,0.0001455974,0.00003974625,0.00007590373,0.00006169626,0.0001614069,0.0000428465,0.00004974155],"category_scores_gemma":[0.0001773085,0.00008314221,0.0001270531,0.0001415067,0.00006450599,0.00001209809,0.00004967617,0.0001270741,0.000006790881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003633,"about_ca_system_score_gemma":0.0002236973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.650669e-7,"about_ca_topic_score_gemma":0.000006923306,"domain_scores_codex":[0.9988202,0.0001518176,0.0004360875,0.0002336582,0.0002265378,0.000131685],"domain_scores_gemma":[0.9988697,0.00005229325,0.000216273,0.0002405621,0.0003547228,0.0002664111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003465104,0.0002516845,0.8216237,0.00003497559,0.00008228746,0.0001419335,0.00003230317,0.0003542005,0.0000497711,0.000003970772,0.1756409,0.001437783],"study_design_scores_gemma":[0.001433018,0.000657123,0.9910846,0.00004468167,0.0001683122,0.001085515,0.0004408386,0.00008470729,0.00003631629,0.00008375011,0.00473174,0.0001493715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655241,0.001746564,0.002691507,0.02816583,0.001251232,0.0001634163,0.00003037185,0.000005288665,0.0004216562],"genre_scores_gemma":[0.9659739,0.0004988079,0.007904759,0.02058055,0.00361934,0.00001190285,0.00003191499,0.00005314682,0.001325702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1709092,"threshold_uncertainty_score":0.3390441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005007631788617702,"score_gpt":0.2851615880510396,"score_spread":0.280153956262422,"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."}}