{"id":"W4400354657","doi":"10.3233/jhd-240044","title":"Towards Standardizing Nomenclature in Huntington’s Disease Research","year":2024,"lang":"en","type":"review","venue":"Journal of Huntington s Disease","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nomenclature; Huntington's disease; Disease; Medicine; Computational biology; Biology; Pathology; Zoology; Taxonomy (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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027965,0.001032641,0.002397988,0.003028199,0.0003606361,0.001018906,0.001992356,0.0002528545,0.0002225999],"category_scores_gemma":[0.01131634,0.0007996151,0.002037476,0.002983196,0.0004644431,0.000519133,0.0009536016,0.00368628,0.0002384446],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007740819,"about_ca_system_score_gemma":0.006677149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005431285,"about_ca_topic_score_gemma":0.000003152622,"domain_scores_codex":[0.9886501,0.002564935,0.002492152,0.001495644,0.003438714,0.001358465],"domain_scores_gemma":[0.99413,0.000907227,0.001343314,0.00106665,0.0006434734,0.001909335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001347575,0.003022787,0.0007022155,0.1262101,0.0004202978,0.007285891,0.0009133492,0.0001738876,0.001008001,0.005000773,0.03580111,0.818114],"study_design_scores_gemma":[0.0005716985,0.0001501635,0.0002319219,0.03634948,0.002052316,0.00001484513,0.0000668885,0.00001412794,0.0008310934,0.002651306,0.9561046,0.0009615754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01201377,0.9828937,0.00001088376,0.000449494,0.00185073,0.001189524,0.000640826,0.00006884514,0.0008822068],"genre_scores_gemma":[0.01271491,0.9842707,0.0001198487,0.000225938,0.00161249,0.00009738048,0.00001832049,0.0002866871,0.0006537338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9203035,"threshold_uncertainty_score":0.9994455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326303736586353,"score_gpt":0.4303737664120291,"score_spread":0.2977433927533939,"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."}}