{"id":"W4409485624","doi":"10.7554/elife.105864.1.sa2","title":"eLife Assessment: High Cognitive Violation of Expectations is Compromised in Cerebellar Ataxia","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cerebellar ataxia; Ataxia; Cognition; Psychology; Cognitive psychology; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009421037,0.0009464334,0.0005778356,0.001099825,0.00060314,0.0007714189,0.0006339058,0.001085773,0.008944196],"category_scores_gemma":[0.003353609,0.0001903972,0.0002747631,0.0003374795,0.001209028,0.0008317141,0.001213397,0.0008992125,0.001567174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006227784,"about_ca_system_score_gemma":0.000595654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003789898,"about_ca_topic_score_gemma":0.005289223,"domain_scores_codex":[0.9994856,0.0000798239,0.00007441441,0.0001509188,0.0001344603,0.0000746927],"domain_scores_gemma":[0.9990435,0.0001556875,0.0003065887,0.00008390458,0.0002048098,0.0002054681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005865079,0.00198285,0.4543831,0.0006383854,0.0003789657,0.02974824,0.002675091,0.003925766,0.2446715,0.002939221,0.0141453,0.2386464],"study_design_scores_gemma":[0.0002386892,0.002951076,0.8481937,0.0003264386,0.0003549664,0.04003326,0.001454164,0.01401216,0.06637155,0.01251539,0.01338901,0.0001594629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9836994,0.0003458711,0.006600892,0.001125241,0.00004990977,0.00009250874,0.0008319453,0.0005860901,0.006668057],"genre_scores_gemma":[0.9903561,0.000183345,0.004118021,0.0002463664,0.00001473527,0.00007217473,0.0005544614,0.00004670073,0.004408114],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008944196,"threshold_uncertainty_score":0.02992129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723588370908702,"score_gpt":0.357976933898365,"score_spread":0.310741050189278,"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."}}