{"id":"W4323308243","doi":"10.1055/s-0043-1764228","title":"Structural and Molecular Imaging for Clinically Uncertain Parkinsonism","year":2023,"lang":"en","type":"article","venue":"Seminars in Neurology","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University Health Network; Toronto Western Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Parkinsonism; Neuroimaging; Medicine; Neuroscience; Disease; Clinical phenotype; Dopaminergic; Phenotype; Pathology; Dopamine; Psychiatry; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001341103,0.0001168605,0.0002412928,0.00009734182,0.000040083,0.000006428863,0.0000557349,0.00008480886,0.00001060404],"category_scores_gemma":[0.0002630498,0.00009620281,0.00005605079,0.000150606,0.0001219134,0.00001777315,0.00006411114,0.0001766502,0.000006671077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004447327,"about_ca_system_score_gemma":0.00001522632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008808835,"about_ca_topic_score_gemma":0.000002674169,"domain_scores_codex":[0.9989769,0.0000581458,0.0002114356,0.0003693397,0.00006996339,0.0003142358],"domain_scores_gemma":[0.9993994,0.0003262502,0.0000388479,0.0001473712,0.00001603699,0.00007210056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00161144,0.00009061123,0.9284291,0.00005410482,0.00002891417,0.004839093,0.0001196854,0.00005392912,0.003340326,0.0007935321,0.002372072,0.05826723],"study_design_scores_gemma":[0.01256083,0.0068063,0.7915017,0.00005173989,0.0001370234,0.0004409048,0.00006738642,0.02607733,0.0003764768,0.1461425,0.01543232,0.0004055047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840756,0.0003272597,0.00001519266,0.01465233,0.0001513634,0.0003883659,0.000006990818,0.00006572749,0.0003171414],"genre_scores_gemma":[0.9841756,0.0002771784,0.0002866485,0.01507962,0.00002148,0.00005733037,0.00002285678,0.00001838987,0.00006086098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453489,"threshold_uncertainty_score":0.3923037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235036378859195,"score_gpt":0.3283123495685575,"score_spread":0.3059619857799656,"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."}}