{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000434789,0.0002478593,0.0002213727,0.0007128535,0.0002309828,0.0005085846,0.0002617215,0.0002410015,0.001407249],"category_scores_gemma":[0.002540753,0.0001570894,0.0002648783,0.0004005521,0.0003535406,0.0003167445,0.0005242944,0.0002904559,0.0001121194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282724,"about_ca_system_score_gemma":0.0001777436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002970288,"about_ca_topic_score_gemma":0.003993103,"domain_scores_codex":[0.9998525,0.00003584714,0.00002346762,0.00003446078,0.00003805714,0.0000156302],"domain_scores_gemma":[0.998544,0.0004150299,0.0007006513,0.00007636084,0.00009084823,0.0001731262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00018885,0.00001290112,0.9980818,0.00001336545,0.00004240549,0.0001159748,0.00004652111,0.00008319274,0.0002385153,0.000009605806,0.00001881804,0.001148137],"study_design_scores_gemma":[0.000004326447,0.0000536789,0.9989911,0.000004895573,0.00001640557,0.0005704238,0.00006633171,0.0001365921,0.00007371135,0.00004244509,0.00003809309,0.000001982135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993935,0.0002064266,0.00004314493,0.00001037786,0.000001099065,0.0000028007,0.0001245703,0.000002095454,0.0002159989],"genre_scores_gemma":[0.9997643,0.00003767502,0.00004326182,0.000002830919,0.000002211346,0.000001996684,0.000108266,4.309394e-7,0.00003914132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002970288,"threshold_uncertainty_score":0.005905986,"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."}}