{"id":"W2892950703","doi":"10.1109/trpms.2018.2871760","title":"Imaging in Neurodegeneration: Movement Disorders","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Radiation and Plasma Medical Sciences","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neurodegeneration; Neuroscience; Positron emission tomography; Disease; Neuroimaging; Neurochemical; Brain Structure and Function; Movement disorders; Brain function; Psychology; Medicine; Pathology","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":[0.0002518225,0.0001119842,0.00008120674,0.0001896663,0.0004565906,0.00008389784,0.0001676707,0.00003133733,0.0005518805],"category_scores_gemma":[0.0001172886,0.00009629319,0.0000265364,0.0005125246,0.0006488379,0.0001907929,0.000001871231,0.0001105509,0.00004198852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001881325,"about_ca_system_score_gemma":0.0001093695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003585542,"about_ca_topic_score_gemma":0.0003770445,"domain_scores_codex":[0.9983071,0.0001857487,0.0001996144,0.0004585492,0.0006204438,0.0002285273],"domain_scores_gemma":[0.9994323,0.0002363501,0.00003907089,0.00009061658,0.00001102715,0.0001906769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007334462,0.0006950478,0.007274228,0.00001317232,0.000003492915,0.00001787289,0.001011061,0.01840781,0.0785904,0.004684418,0.0007525678,0.8884766],"study_design_scores_gemma":[0.0008104185,0.0003135567,0.005974329,0.00001815294,0.000005768353,0.000005934206,0.00008047852,0.2278694,0.762733,0.001013543,0.0009558619,0.0002196063],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666549,0.00001647329,0.02327621,0.007709745,0.000912672,0.0001726351,0.00001018467,0.00004255798,0.001204608],"genre_scores_gemma":[0.9945047,0.0002361858,0.00007937442,0.004999502,0.00006955456,0.00002750704,3.553943e-7,0.000005381875,0.00007743146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.888257,"threshold_uncertainty_score":0.6042705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451034883940161,"score_gpt":0.280858536106165,"score_spread":0.2563481872667634,"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."}}