{"id":"W2811242473","doi":"10.3233/jpd-181338","title":"Categorising Visual Hallucinations in Early Parkinson’s Disease","year":2018,"lang":"en","type":"article","venue":"Journal of Parkinson s Disease","topic":"Hallucinations in medical conditions","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Montreal Cognitive Assessment; Quality of life (healthcare); Cognition; Parkinson's disease; Cohort; Movement disorders; Rating scale; Hallucinating; Psychology; Disease; Medicine; Psychiatry; Cognitive impairment; Internal medicine; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001717427,0.000312231,0.0002587864,0.001665772,0.0002501286,0.000593473,0.0002612817,0.0003033529,0.001053861],"category_scores_gemma":[0.004256702,0.00009824731,0.0004259555,0.0005016276,0.0002906634,0.0004957389,0.0007905214,0.000331722,0.0001686428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598503,"about_ca_system_score_gemma":0.0002600828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003166777,"about_ca_topic_score_gemma":0.004817126,"domain_scores_codex":[0.9994849,0.0001636705,0.00009881748,0.00006388813,0.0001268895,0.00006180674],"domain_scores_gemma":[0.9968453,0.0007692931,0.001573027,0.00008756347,0.0004468215,0.0002779855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002108516,0.00002909604,0.9934731,0.00004610549,0.00003480809,0.0001005118,0.0002935694,0.00009794043,0.0002809702,0.00001535779,0.00009150337,0.005325991],"study_design_scores_gemma":[0.00001101201,0.0002400893,0.9976538,0.0000480723,0.00002089764,0.0006602706,0.0006490886,0.0003019116,0.0001227858,0.00008423757,0.0002010018,0.00000678939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988039,0.0004168327,0.000160884,0.00003050563,0.000005143948,0.00002903202,0.0001916473,0.000004008114,0.0003580449],"genre_scores_gemma":[0.9993632,0.0001009651,0.0002677346,0.000008922111,0.000003704818,0.000009921633,0.0001776974,5.312813e-7,0.00006731505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003166777,"threshold_uncertainty_score":0.009082735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260636835652442,"score_gpt":0.3338516590801507,"score_spread":0.3012452907236263,"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."}}