{"id":"W4298147486","doi":"10.3389/fneur.2022.1005670","title":"Clinical and genetic characterization of a Taiwanese cohort with spastic paraparesis combined with cerebellar involvement","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Hereditary Neurological Disorders","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cerebellar ataxia; Ataxia; Population; Hereditary spastic paraplegia; Medicine; Pathology; Genetic testing; Spinocerebellar ataxia; Neuroscience; Biology; Genetics; Phenotype; Internal medicine; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0001819117,0.000184102,0.0004375344,0.000179101,0.0001055382,0.000008450267,0.0002888503,0.00007011346,0.00006369933],"category_scores_gemma":[0.0001461471,0.0001541783,0.00002890224,0.0004681212,0.0006884116,0.00006032811,0.0001860371,0.0004309213,0.000001013907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001042631,"about_ca_system_score_gemma":0.00005669666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001383804,"about_ca_topic_score_gemma":0.00001821004,"domain_scores_codex":[0.9971757,0.001011838,0.000433155,0.0007190955,0.0003259427,0.0003342882],"domain_scores_gemma":[0.9991925,0.0001926338,0.0001946092,0.0003066768,0.00001944739,0.00009413546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003229323,0.0003298897,0.9895576,0.0000208374,0.0000131737,0.0005282754,0.00007275266,0.0009916027,0.004604061,0.00004149059,0.0001686457,0.0004423971],"study_design_scores_gemma":[0.002291186,0.009556985,0.9810467,0.00000314811,0.00003609715,0.00009241496,0.00002888898,0.005015904,0.000325587,0.0002732131,0.001145537,0.000184299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966911,0.00002282037,0.0009226381,0.001028151,0.0004260784,0.0007849723,0.00002972448,0.000035762,0.00005872687],"genre_scores_gemma":[0.9957711,0.0001146892,0.0003074812,0.003585915,0.0000155379,0.0001489645,0.000012034,0.00002668943,0.00001758077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009227096,"threshold_uncertainty_score":0.6287208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483356599470126,"score_gpt":0.2257680635244416,"score_spread":0.2109344975297404,"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."}}