{"id":"W2782568811","doi":"10.1101/230896","title":"White Matter Hyperintensities and Cognitive Decline in de Novo Parkinson’s Disease Patients","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Hyperintensity; Cognitive decline; Internal medicine; Cardiology; Cognition; Parkinson's disease; Psychology; Medicine; Fluid-attenuated inversion recovery; White matter; Disease; Neuroscience; Dementia; Magnetic resonance imaging; 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":[0.0002433284,0.0002732172,0.000279055,0.0008074097,0.0004157813,0.0005272133,0.0001864615,0.0003716998,0.00132015],"category_scores_gemma":[0.001028605,0.0001991189,0.0002071569,0.0004534478,0.0001879273,0.000382641,0.0003060796,0.0003473324,0.0001590176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352699,"about_ca_system_score_gemma":0.0001232358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00291752,"about_ca_topic_score_gemma":0.003601217,"domain_scores_codex":[0.9998852,0.00001820346,0.00001995209,0.00003376216,0.00002609535,0.0000167764],"domain_scores_gemma":[0.9993793,0.00008455582,0.000323872,0.00002620981,0.00006512418,0.0001207987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003504558,0.00007133687,0.9971777,0.00001347604,0.00004768935,0.0002759412,0.00008598995,0.00003329606,0.0004927871,0.000008060804,0.00004919332,0.001394],"study_design_scores_gemma":[0.000006038048,0.0001022712,0.9992551,0.000002606604,0.00001113217,0.0004043989,0.00005544554,0.00004577283,0.00006406524,0.00001132161,0.00004066848,0.000001289097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995998,0.0001161953,0.00001253187,0.000009498871,0.00000176468,0.000002796687,0.00007574847,0.000001381873,0.0001802596],"genre_scores_gemma":[0.9996264,0.0000537646,0.0000232466,0.000007289423,0.0000041433,0.000002414779,0.0001450832,4.477453e-7,0.0001371016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00291752,"threshold_uncertainty_score":0.005801082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385877739824949,"score_gpt":0.2392884679388332,"score_spread":0.2254296905405838,"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."}}