{"id":"W4390900755","doi":"10.1055/s-0043-1778116","title":"Inherited Pediatric Neurotransmitter Disorders: Case Studies and Long-Term Outcomes","year":2024,"lang":"en","type":"article","venue":"Journal of Pediatric Neurology","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Differential diagnosis; Pediatrics; Internal medicine; Bioinformatics; Pathology; Biology","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":[0.000257848,0.0002250037,0.0003335043,0.0002893634,0.00005905283,0.00004054968,0.0001576803,0.0001474668,0.00001796624],"category_scores_gemma":[0.0001335762,0.0001735388,0.0001781256,0.0002205017,0.00008641001,0.000012814,0.00009990467,0.0002927142,0.000005265707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.900785e-7,"about_ca_system_score_gemma":0.00007247514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001795828,"about_ca_topic_score_gemma":0.00001974321,"domain_scores_codex":[0.9986091,0.0001601082,0.0004909826,0.0003191256,0.0001503691,0.0002703099],"domain_scores_gemma":[0.9993493,0.0001047458,0.0001557132,0.0001801984,0.00008821633,0.0001218265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462394,0.00009950856,0.9806606,0.0003736306,0.0002379986,0.004326322,0.0002111176,0.00003013993,0.0006666972,0.00001371476,0.006876577,0.006357453],"study_design_scores_gemma":[0.003435581,0.003397133,0.9492681,0.000008257338,0.002200815,0.02344173,0.0001037995,0.00002927462,0.0001605378,0.0009419541,0.01619071,0.0008220741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166473,0.07998274,0.0003247668,0.001325363,0.001572913,0.0001107379,0.000006410232,0.00001020701,0.00001960138],"genre_scores_gemma":[0.9420289,0.05498307,0.00009421524,0.0009333146,0.001823829,0.000004517447,0.000002294151,0.00003218098,0.00009767889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03139247,"threshold_uncertainty_score":0.7076706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766065961961087,"score_gpt":0.2990128391520048,"score_spread":0.2813521795323939,"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."}}