{"id":"W4289731127","doi":"10.3389/fninf.2022.878279","title":"A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroinformatics","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Weston Brain Institute","keywords":"Accelerometer; Physical medicine and rehabilitation; Action (physics); Computer science; Medicine; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004366406,0.0008033977,0.0004203796,0.001653924,0.0002424819,0.0004447794,0.000615334,0.0006189269,0.001967972],"category_scores_gemma":[0.007636683,0.0002229826,0.0006008478,0.0009905093,0.0004038167,0.000260575,0.0006552328,0.0003869582,0.0007164304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738464,"about_ca_system_score_gemma":0.000832089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096075,"about_ca_topic_score_gemma":0.002214796,"domain_scores_codex":[0.9967653,0.00140534,0.0004668388,0.0004980252,0.0008004051,0.00006411707],"domain_scores_gemma":[0.9965141,0.0008627626,0.0006762337,0.0004107462,0.001421763,0.0001143344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003200585,0.001831131,0.3866455,0.001393496,0.0005927561,0.0008860737,0.001714558,0.008016503,0.1459431,0.001401235,0.004994328,0.4433808],"study_design_scores_gemma":[0.0007182436,0.008215533,0.9103767,0.000238124,0.0004334896,0.003888242,0.000649181,0.03371579,0.03142229,0.001006325,0.009224458,0.0001116634],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.571069,0.0006290376,0.4122171,0.000212696,0.0002211325,0.006535145,0.003376717,0.001662579,0.004076654],"genre_scores_gemma":[0.6375245,0.0006625557,0.3494867,0.0001471383,0.0001025597,0.007841778,0.002741339,0.0001641027,0.001329518],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004366406,"threshold_uncertainty_score":0.02309209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687313366360532,"score_gpt":0.3115271037629442,"score_spread":0.2846539700993389,"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."}}