{"id":"W2947416948","doi":"10.11159/cdsr19.128","title":"Robotic Walkers for Children and Youth with Cerebral Palsy: A Review of Past Successes and Ongoing Advancement","year":2019,"lang":"en","type":"review","venue":"Proceedings of the International Conference of Control, Dynamic systems, and Robotics","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Cerebral palsy; Computer science; Physical medicine and rehabilitation; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003507215,0.0003255156,0.001934127,0.0001287728,0.00003847161,0.00003660265,0.000248808,0.0001058338,0.000003555179],"category_scores_gemma":[0.0001382598,0.0001964737,0.0001754066,0.00008329686,0.0002212595,0.000114197,0.0001035048,0.0001404663,9.06201e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003984938,"about_ca_system_score_gemma":0.0001680379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007638209,"about_ca_topic_score_gemma":0.00001090811,"domain_scores_codex":[0.9981769,0.00001464125,0.000911423,0.0003283423,0.0004015761,0.0001671067],"domain_scores_gemma":[0.9973835,0.0001171333,0.001532808,0.0001211815,0.0007840557,0.00006133324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004892313,0.0002625139,0.01731159,0.877948,0.005057945,3.568989e-7,0.0003797419,0.0001300222,0.00003745527,0.04100918,0.0001001355,0.05727381],"study_design_scores_gemma":[0.009175202,0.001678936,0.002178566,0.9579592,0.01640544,0.0001767172,0.001481453,0.004911912,0.000005215966,0.0001932796,0.004949038,0.0008850947],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006233881,0.9940606,0.0005665937,0.0005923124,0.0001814144,0.003467252,0.000260654,0.000007769419,0.0002399712],"genre_scores_gemma":[0.07915325,0.9201043,0.0002933491,0.0000624896,0.00003865399,0.00003940848,0.00007135138,0.00002658091,0.0002105699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08001112,"threshold_uncertainty_score":0.8011963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887895578586194,"score_gpt":0.2921033571960153,"score_spread":0.2632244014101534,"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."}}