{"id":"W2901083077","doi":"10.1002/jmri.26543","title":"White matter myelin profiles linked to clinical subtypes of Parkinson's disease","year":2018,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"White matter; Fractional anisotropy; Diffusion MRI; Myelin; Psychology; Medicine; Apathy; Population; Cingulum (brain); Internal medicine; Pathology; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004183074,0.0001299835,0.000359758,0.0001493082,0.00004611916,0.00001774872,0.0002147847,0.00002655435,0.0002262325],"category_scores_gemma":[0.0002730671,0.0001051468,0.0001606802,0.0002268182,0.0002498335,0.00009887027,0.00007228327,0.0002736129,0.00004033479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002207809,"about_ca_system_score_gemma":0.0001162808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002127974,"about_ca_topic_score_gemma":3.330834e-7,"domain_scores_codex":[0.9984241,0.00005085316,0.0007932822,0.0002222111,0.0002975092,0.0002121069],"domain_scores_gemma":[0.9983791,0.00008585639,0.0003704649,0.000390365,0.000504452,0.0002698127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004057674,0.0001229297,0.8844872,0.00003304526,0.000003193889,0.0000565761,0.00005247735,0.000001280096,0.0009070825,0.00003019373,0.02107939,0.09282088],"study_design_scores_gemma":[0.0004681664,0.0003127255,0.7555533,0.0003675507,0.0000524019,0.00007546628,0.00001747445,0.0002816308,0.0003096302,0.0004588256,0.2420237,0.00007915301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322209,0.006545512,0.01424521,0.04404305,0.0003615315,0.0007327519,0.00002239398,0.00006338426,0.001765312],"genre_scores_gemma":[0.8957832,0.0003451495,0.09932079,0.002936515,0.0008288732,0.00001174879,0.000001077271,0.00003106441,0.0007415313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2209443,"threshold_uncertainty_score":0.4287761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04333202750793833,"score_gpt":0.3711591439232376,"score_spread":0.3278271164152993,"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."}}