{"id":"W2004288091","doi":"10.1212/wnl.57.4.651","title":"Cognitive impairment in sporadic ALS","year":2001,"lang":"nl","type":"article","venue":"Neurology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Neuroscience; Synaptophysin; Neurite; Psychology; Astrocytosis; Spongiosis; Parvalbumin; Dementia; Hippocampal formation; Pathology; Medicine; Biology; Disease; Immunohistochemistry; Central nervous system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005042978,0.0002995958,0.0006391668,0.0003597366,0.00006316551,0.00001867932,0.0002261313,0.0004181939,0.01109259],"category_scores_gemma":[0.0002427341,0.0002708758,0.000113596,0.0006048997,0.0003970674,0.00008230566,0.0002047898,0.001278623,0.0079738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137673,"about_ca_system_score_gemma":0.0002110117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312907,"about_ca_topic_score_gemma":0.0002222998,"domain_scores_codex":[0.9964102,0.0006038092,0.0005505133,0.0007218916,0.0004797351,0.001233857],"domain_scores_gemma":[0.9986589,0.0003844662,0.0001082511,0.0003623636,0.000106222,0.0003798138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01223691,0.001572092,0.9504943,0.00008815356,0.0001275308,0.01871383,0.0005794722,0.00002689725,0.003188659,0.0001268155,0.004820939,0.00802438],"study_design_scores_gemma":[0.006074865,0.007485275,0.9760022,0.0001117948,0.00005650881,0.0005632527,0.00002957301,0.0006990136,0.00005661496,0.0001955983,0.008535377,0.00018996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671083,0.0009789083,0.000009200799,0.02229568,0.0005123679,0.001033821,0.00001392389,0.00004273281,0.008005033],"genre_scores_gemma":[0.9843562,0.002853215,0.000006609173,0.00916515,0.0005447978,0.0000614468,0.00002419471,0.00005071477,0.002937732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02550785,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03776933526342223,"score_gpt":0.3268160804482654,"score_spread":0.2890467451848432,"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."}}