{"id":"W4307134360","doi":"10.14740/jnr721","title":"Review of Huntington’s Disease: From Basics to Advances in Diagnosis and Treatment","year":2022,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Huntingtin; Huntington's disease; Disease; Neurodegeneration; Trinucleotide repeat expansion; Bioinformatics; Neuroscience; Genetics; Gene; Pathology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006573063,0.00009861302,0.0003126982,0.0003491069,0.000123696,0.00001171792,0.0003748972,0.00001327603,0.0002005276],"category_scores_gemma":[0.002936169,0.00008399291,0.00007294643,0.0005735712,0.0001503101,0.00009017452,0.0003233558,0.0003873273,0.000002883868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004020477,"about_ca_system_score_gemma":0.0001906012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001188588,"about_ca_topic_score_gemma":0.00001146081,"domain_scores_codex":[0.9961629,0.002173521,0.0004195858,0.0003261854,0.0006481927,0.0002696065],"domain_scores_gemma":[0.9975174,0.001734882,0.0001708177,0.0002236851,0.0001317482,0.0002214349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002464888,0.002363855,0.857402,0.0006464372,0.00001894881,0.001052703,0.0004701109,0.002056199,0.09022117,0.0002455815,0.004767304,0.03829085],"study_design_scores_gemma":[0.00223306,0.01242212,0.5489172,0.0007875627,0.00007551565,0.00006712176,0.00009870107,0.00009773384,0.1724352,0.001938417,0.2606274,0.000299934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580733,0.0307183,0.00000137864,0.01059451,0.0001392125,0.0003370258,0.00008018824,0.000002361161,0.00005374681],"genre_scores_gemma":[0.8796989,0.1165017,0.00003045818,0.003575658,0.00005465142,0.000107264,6.879599e-7,0.00001251232,0.00001822435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3084848,"threshold_uncertainty_score":0.351508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087602513541832,"score_gpt":0.4119178853870069,"score_spread":0.3031576340328237,"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."}}