{"id":"W4286447956","doi":"10.20944/preprints202207.0319.v1","title":"Profiles of Motor-cognitive Interference in Parkinson's Disease. The Trail-Walking-Test to Discriminate between Motor Phenotypes","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Cognition; Postural instability; Disease; Psychology; Cognitive test; Gait analysis; Medicine; Parkinson's disease; Audiology; Physical therapy; Neuroscience; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006407702,0.0006817611,0.001069495,0.0004238015,0.0001477516,0.00002922816,0.0008993965,0.0001930076,0.001434439],"category_scores_gemma":[0.001198623,0.0005456812,0.0004715318,0.0003253254,0.0001785424,0.00008411553,0.002807829,0.001091869,0.0002658046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919607,"about_ca_system_score_gemma":0.0005094534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005046672,"about_ca_topic_score_gemma":0.00004046674,"domain_scores_codex":[0.9959203,0.0003439515,0.0008238294,0.00156399,0.0007412623,0.0006066783],"domain_scores_gemma":[0.9968891,0.0004614174,0.0004795058,0.001437153,0.0002004291,0.0005323967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001230164,0.001192373,0.9886685,0.0009291253,0.0004609586,0.0001790773,0.00199926,0.00001592538,0.001632479,0.00009077814,0.00001051592,0.003590821],"study_design_scores_gemma":[0.001163707,0.0002707205,0.9824423,0.001731138,0.0009737572,0.000002438403,0.0007093556,0.00005442816,0.008459447,0.001968665,0.001770306,0.0004537214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895328,0.0005632119,0.0001121506,0.0007694086,0.000335439,0.004152695,0.002398608,0.0001167432,0.002018985],"genre_scores_gemma":[0.9946988,0.0002355048,0.0001472879,0.0001812932,0.0001935273,0.002876969,0.0005065862,0.00009907822,0.001061007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006826968,"threshold_uncertainty_score":0.9996995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09505218143725117,"score_gpt":0.3443696071505836,"score_spread":0.2493174257133324,"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."}}