{"id":"W4312219332","doi":"10.1101/2022.12.23.22283910","title":"Striatal Dopaminergic Asymmetry as a marker of Brain-First and Body-First Subtypes in de novo Parkinson’s Disease","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Weston Brain Institute","keywords":"Parkinson's disease; Dopaminergic; Substantia nigra; Neurodegeneration; Neuroscience; Medicine; Internal medicine; Disease; Psychology; Oncology; Dopamine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004094482,0.0003671857,0.0004271837,0.001008583,0.0002379189,0.000544788,0.000235009,0.0003471915,0.001693326],"category_scores_gemma":[0.0007135471,0.0001444355,0.0002697892,0.0004316356,0.0002408097,0.0002402566,0.0004270591,0.0003512591,0.0002664197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996575,"about_ca_system_score_gemma":0.00008886601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114205,"about_ca_topic_score_gemma":0.001583458,"domain_scores_codex":[0.9998415,0.00002922201,0.0000210392,0.00004532377,0.00003847166,0.00002435869],"domain_scores_gemma":[0.9993291,0.0001012227,0.000319716,0.00006008242,0.0000759193,0.0001140171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008707992,0.00003752584,0.9891829,0.00002363773,0.00008499852,0.0004044533,0.00005820359,0.00008561805,0.005877814,0.00003624439,0.00005269948,0.003285088],"study_design_scores_gemma":[0.000004941783,0.00009775157,0.9982226,0.000003826493,0.00001947855,0.0008594164,0.00004814023,0.0001831668,0.0004311694,0.00005788364,0.00006946196,0.000001985303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999157,0.0001750762,0.0000961813,0.00001103662,0.000002450206,0.00000479469,0.0001648332,0.000003458287,0.0003851938],"genre_scores_gemma":[0.9994655,0.00004173167,0.00009863875,0.000004778962,0.000002914992,0.000002262696,0.0002565372,0.000001646829,0.0001260857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001693326,"threshold_uncertainty_score":0.005664766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349047161497157,"score_gpt":0.2646920800118128,"score_spread":0.2512016083968412,"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."}}