{"id":"W2083231156","doi":"10.1016/s0966-6362(00)00094-1","title":"A review of analytical techniques for gait data. Part 1: fuzzy, statistical and fractal methods","year":2001,"lang":"en","type":"review","venue":"Gait & Posture","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":381,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gait; Fuzzy logic; Multivariate statistics; Computer science; Gait analysis; Fractal analysis; Fractal; Data mining; Artificial intelligence; Machine learning; Mathematics; Physical medicine and rehabilitation; Fractal dimension; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171601,0.001058369,0.001930109,0.005431634,0.0004132931,0.001392132,0.001660438,0.001333954,0.003098838],"category_scores_gemma":[0.002957965,0.0007442644,0.0007281812,0.006018587,0.001063347,0.002097248,0.0005872796,0.00135924,0.003031145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006941927,"about_ca_system_score_gemma":0.0008446568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734457,"about_ca_topic_score_gemma":0.002421163,"domain_scores_codex":[0.9993761,0.000100535,0.00009472483,0.000101671,0.0003023033,0.00002471196],"domain_scores_gemma":[0.9981049,0.001124219,0.0001106714,0.00008955728,0.0005343807,0.00003623939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004286093,0.00008559993,0.00054741,0.007602684,0.00009374973,0.0001626333,0.0001223959,0.001975413,0.003310651,0.01285249,0.03707533,0.9361288],"study_design_scores_gemma":[0.00002329675,0.0002231212,0.005358475,0.004654292,0.000176257,0.003533703,0.0002014708,0.01067277,0.004281024,0.04905198,0.9216234,0.0002001322],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007433321,0.9441293,0.04948993,0.0007618031,0.0009674679,0.00004535506,0.0002166391,0.0001022554,0.003543901],"genre_scores_gemma":[0.005785388,0.9480679,0.04063094,0.0004417955,0.001772417,0.0001051074,0.0003023228,0.00004699541,0.002847169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005431634,"threshold_uncertainty_score":0.01036668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139975489929698,"score_gpt":0.4550222332615494,"score_spread":0.3410246842685796,"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."}}