{"id":"W4366602683","doi":"10.1002/mds.29377","title":"Axial Postural Abnormalities in Parkinsonism: Gaps in Predictors, Pathophysiology, and Management","year":2023,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease and Spinal Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto; University of Calgary","funders":"","keywords":"Parkinsonism; Medicine; Progressive supranuclear palsy; Physical medicine and rehabilitation; Trunk; Physical therapy; Disease; Parkinson's disease; Movement disorders; 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":[0.0002077288,0.0002227255,0.0002983268,0.0004538415,0.0000579163,0.00001901533,0.00009287313,0.00007772831,0.00004219443],"category_scores_gemma":[0.00001889114,0.0002131236,0.00007550656,0.0004963236,0.0001164311,0.0001071944,0.0001247131,0.0001511017,0.00002922305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008539296,"about_ca_system_score_gemma":0.00002967272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005872044,"about_ca_topic_score_gemma":0.000898928,"domain_scores_codex":[0.9984239,0.00006473956,0.0003207665,0.000395818,0.0002658153,0.0005289058],"domain_scores_gemma":[0.9995981,0.00002621501,0.00004322779,0.0002064829,0.00001121449,0.0001147199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006001645,0.000415436,0.9847376,0.000445587,0.00009530029,0.0003115858,0.001030277,0.00007878152,0.0003725483,0.001205922,0.006122915,0.0045839],"study_design_scores_gemma":[0.003273954,0.0002592784,0.9733841,0.0001300852,0.00003117245,2.655699e-7,0.004137585,0.0005168454,0.00001208233,0.01317845,0.004867043,0.0002090901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990782,0.001170344,0.000003535101,0.003507476,0.0001332437,0.0007636546,0.00002402937,0.00009909093,0.003516622],"genre_scores_gemma":[0.9833507,0.01165298,0.00003208155,0.004011806,0.00002851191,0.0002345238,0.0001507692,0.00002357504,0.0005150789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197253,"threshold_uncertainty_score":0.8690928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007874431342646947,"score_gpt":0.2486947638877868,"score_spread":0.2408203325451398,"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."}}