{"id":"W1966562773","doi":"10.1002/mds.24976","title":"Neuroimaging: Current role in detecting pre‐motor Parkinson's disease","year":2012,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Neuroimaging; Neuroscience; Parkinson's disease; Substantia nigra; Dopaminergic; Functional neuroimaging; Magnetic resonance imaging; Functional magnetic resonance imaging; Medicine; Psychology; Functional imaging; Disease; Dopamine; Pathology; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009541402,0.001140284,0.002061213,0.003061386,0.0002306745,0.001179208,0.0009955851,0.001615312,0.002201658],"category_scores_gemma":[0.001216036,0.0003348039,0.0005037083,0.002959665,0.0008395467,0.001484491,0.0006864285,0.001456657,0.001803625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006285581,"about_ca_system_score_gemma":0.001046452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787681,"about_ca_topic_score_gemma":0.002127561,"domain_scores_codex":[0.9996647,0.00008320231,0.00005297207,0.00006722275,0.0001097728,0.00002215961],"domain_scores_gemma":[0.9992612,0.0004100766,0.00009895425,0.00001838833,0.0001810662,0.00003033039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005764165,0.00003628327,0.0003022148,0.0147114,0.00009284273,0.0002357102,0.00005457599,0.000152586,0.001358381,0.001209521,0.01002916,0.9717596],"study_design_scores_gemma":[0.00003173531,0.0001816363,0.004211722,0.01291564,0.0004788481,0.007872635,0.0002175217,0.0002349914,0.001397384,0.003678316,0.9687197,0.00005984625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007630265,0.9990712,0.0001022283,0.0001549599,0.00005838121,0.000002653195,0.000009850289,0.000005399319,0.0005190718],"genre_scores_gemma":[0.0005962487,0.9988346,0.0002155997,0.00007971578,0.0001055722,0.000003851171,0.00001141588,9.932763e-7,0.000152112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003061386,"threshold_uncertainty_score":0.007365227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351723578194502,"score_gpt":0.3184637058436003,"score_spread":0.2832913480241501,"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."}}