{"id":"W4402350158","doi":"10.1002/mds.30007","title":"International Parkinson and Movement Disorder Society Viewpoint on Biological Frameworks of Parkinson's Disease: Current Status and Future Directions","year":2024,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Toronto Western Hospital; University of Toronto; University Health Network","funders":"University of Sydney","keywords":"Parkinson's disease; Movement disorders; Current (fluid); Disease; Neuroscience; Physical medicine and rehabilitation; Medicine; Psychology; Pathology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01410296,0.00137465,0.002323321,0.003380524,0.00224653,0.006455885,0.003179818,0.01021935,0.008600699],"category_scores_gemma":[0.01270194,0.0004131896,0.001363782,0.003790438,0.009986949,0.01276872,0.005217917,0.01917425,0.002736261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006103651,"about_ca_system_score_gemma":0.01654433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005704804,"about_ca_topic_score_gemma":0.007102862,"domain_scores_codex":[0.9964612,0.001277058,0.000397886,0.000619258,0.0008846465,0.0003599708],"domain_scores_gemma":[0.9812945,0.008565281,0.001115991,0.0006564971,0.005746653,0.00262109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001197896,0.000112934,0.0009093927,0.003940683,0.00008842635,0.0003064181,0.001473376,0.0003684702,0.0003227353,0.1641949,0.4361625,0.3920003],"study_design_scores_gemma":[0.00002825801,0.00007747494,0.0009292308,0.006375796,0.00005497234,0.0004497964,0.001189551,0.0002135055,0.00007089384,0.1212935,0.8692685,0.00004864055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0002498252,0.608336,0.001041129,0.3609651,0.02478216,0.00001231099,0.00008439289,0.00004966864,0.004479368],"genre_scores_gemma":[0.0109355,0.7827232,0.003633063,0.145312,0.05406447,0.00007713682,0.0002759843,0.00005184349,0.00292668],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01410296,"threshold_uncertainty_score":0.07458448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155430532039383,"score_gpt":0.279365561823012,"score_spread":0.2678112565026182,"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."}}