{"id":"W4220899186","doi":"10.1159/000522329","title":"Assessing Mild Cognitive Impairment in Parkinson’s Disease by Magnetic Resonance Quantitative Susceptibility Mapping Combined Voxel-Wise and Radiomic Analysis","year":2022,"lang":"en","type":"article","venue":"European Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Putamen; Montreal Cognitive Assessment; Globus pallidus; Parkinson's disease; Substantia nigra; Caudate nucleus; Hippocampus; Red nucleus; Quantitative susceptibility mapping; Psychology; Magnetic resonance imaging; Internal medicine; Medicine; Neuroscience; Cognition; Central nervous system; Cognitive impairment; Basal ganglia; Disease; Radiology; Nucleus","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":[0.0009361731,0.0003703063,0.0002666029,0.001162519,0.0001295543,0.0002858606,0.0001997042,0.0002063674,0.0005249862],"category_scores_gemma":[0.001635034,0.00009439634,0.0002126607,0.0002794858,0.0001864861,0.0001832645,0.0002666766,0.0001191564,0.00009442659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205967,"about_ca_system_score_gemma":0.0001222503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009593985,"about_ca_topic_score_gemma":0.001892758,"domain_scores_codex":[0.9997788,0.00008850261,0.00002833541,0.00004037468,0.00004684519,0.00001711379],"domain_scores_gemma":[0.9993319,0.0001998539,0.0002121792,0.00005007313,0.0001519925,0.00005392739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001577177,0.0001619352,0.9277402,0.0001200296,0.000302417,0.0002836527,0.0002350321,0.001398868,0.02125776,0.00005759814,0.0001822851,0.04668321],"study_design_scores_gemma":[0.00005432609,0.0009257052,0.9879342,0.00001730887,0.0001129127,0.001659118,0.0001502474,0.005612654,0.003030582,0.0002272737,0.0002611171,0.00001453669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978672,0.0002181334,0.001542981,0.00001134246,0.000002468866,0.00002335578,0.00007442476,0.00001647227,0.0002435024],"genre_scores_gemma":[0.9979114,0.00005082944,0.001885479,0.000005457398,0.000003975757,0.00001547171,0.00006537562,0.000001167025,0.00006094224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001162519,"threshold_uncertainty_score":0.00495106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448972381392685,"score_gpt":0.2799557124536712,"score_spread":0.2554659886397443,"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."}}