{"id":"W4321600193","doi":"10.3389/fnins.2023.1126973","title":"Down syndrome regression disorder, a case series: Clinical characterization and therapeutic approaches","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fondation Bettencourt Schueller","keywords":"Catatonia; Etiology; Medicine; Psychiatry; Context (archaeology); Intellectual disability; Psychosis; Autism; Pediatrics; Psychology; Clinical psychology; Schizophrenia (object-oriented programming)","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":[0.0007003003,0.0001218484,0.0002834082,0.0002481371,0.000136149,0.00005204851,0.0001283113,0.00008624181,0.00002530411],"category_scores_gemma":[0.0007439433,0.00009241818,0.00004871509,0.001268611,0.0006727432,0.000213335,0.0001222612,0.000283469,0.00002426915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002495621,"about_ca_system_score_gemma":0.00006753278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007403093,"about_ca_topic_score_gemma":0.000002296462,"domain_scores_codex":[0.9983805,0.0001658776,0.0003013695,0.0005320813,0.0002902705,0.0003299395],"domain_scores_gemma":[0.9994387,0.00005166875,0.00003549263,0.0002977271,0.00002256204,0.0001538544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002235297,0.0003158341,0.8995875,0.0001688318,0.000005814199,0.001261602,0.0007777988,0.000002891177,0.004551589,0.00003880922,0.001214947,0.09185091],"study_design_scores_gemma":[0.0009269693,0.001513353,0.92465,0.0001353531,0.00001731595,0.01092101,0.001195777,0.04715307,0.0001018206,0.0002538034,0.01290718,0.0002243034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960624,0.0001009643,0.001139339,0.001383792,0.0005582426,0.000452475,0.000007913667,0.00007511598,0.0002197325],"genre_scores_gemma":[0.9950132,0.0007617873,0.0001424129,0.0002504308,0.00001764961,0.00003713485,0.00001325538,0.00001434768,0.003749804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09162661,"threshold_uncertainty_score":0.3768704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271929575377337,"score_gpt":0.3614419492533532,"score_spread":0.2342489917156195,"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."}}