{"id":"W4415603198","doi":"10.1002/mdc3.70413","title":"Basal Forebrain Volume and Concurrent Hallucinations and Mild Cognitive Impairment in Parkinson's Disease","year":2025,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ontario Brain Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Cognitive impairment; Basal forebrain; Disease; Concomitant; Temporal lobe; Basal (medicine)","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007571547,0.0002382861,0.0003735471,0.0001560842,0.0001319146,0.00004786361,0.00005300552,0.00008904193,0.00007674403],"category_scores_gemma":[0.001960278,0.0002210096,0.0001082828,0.0002070009,0.0001684729,0.0002534959,0.0001425879,0.0002898103,0.00001233438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008539678,"about_ca_system_score_gemma":0.0001987754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001254991,"about_ca_topic_score_gemma":0.000135702,"domain_scores_codex":[0.9979336,0.000260098,0.0005586652,0.0006480968,0.0002895113,0.000310074],"domain_scores_gemma":[0.9981208,0.00102161,0.000164415,0.0002026535,0.00009273524,0.0003977362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002315689,0.007763115,0.8894642,0.0001855397,0.0005473074,0.0001417754,0.0001616299,0.0000025987,0.000002266133,0.004177698,0.003597718,0.09164044],"study_design_scores_gemma":[0.01210924,0.0006497758,0.9207384,0.0002811423,0.000778491,5.268569e-7,0.0009311116,0.003728788,0.000003413098,0.007132364,0.05345805,0.0001886761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102677,0.007265119,0.004028386,0.06929225,0.0005253435,0.003484952,0.0001776974,0.00008077804,0.004877735],"genre_scores_gemma":[0.9786746,0.003269012,0.0005770141,0.01620092,0.00003166259,0.000258378,0.00008314814,0.00001749085,0.0008878082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09145176,"threshold_uncertainty_score":0.9012509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249772067601347,"score_gpt":0.3715404061265871,"score_spread":0.3465631993664524,"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."}}