{"id":"W3095423157","doi":"10.1155/2020/8861004","title":"Physical Therapy for Gait, Balance, and Cognition in Individuals with Cognitive Impairment: A Retrospective Analysis","year":2020,"lang":"en","type":"article","venue":"Rehabilitation Research and Practice","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Balance (ability); Gait; Dementia; Physical medicine and rehabilitation; Cognition; Medicine; Physical therapy; Disease; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003249124,0.0001118986,0.000287672,0.0002403166,0.0004271475,0.00003892733,0.00004632265,0.00009456071,0.00001217245],"category_scores_gemma":[0.005508724,0.00009095078,0.00004110835,0.001158489,0.000214784,0.0005861662,0.0000371521,0.0005926276,0.00001116831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006244925,"about_ca_system_score_gemma":0.000133301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008660649,"about_ca_topic_score_gemma":0.00008236028,"domain_scores_codex":[0.9963802,0.002158719,0.0002545284,0.0004412752,0.0004084597,0.0003567807],"domain_scores_gemma":[0.9821998,0.01652405,0.0001621483,0.00008791199,0.0008659464,0.0001601678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009014188,0.001976192,0.925263,0.0005912796,0.0007346464,0.000003678396,0.05035381,8.157515e-7,0.001536917,0.004412939,0.001127525,0.004985033],"study_design_scores_gemma":[0.005448093,0.004530568,0.9513125,0.0001337912,0.0001182452,7.200325e-7,0.02981198,0.0009995827,0.000003418114,0.006344763,0.00118404,0.0001122735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821685,0.0002394158,0.0006648389,0.01147325,0.00001261313,0.003073222,0.0001590979,0.00002861934,0.002180456],"genre_scores_gemma":[0.9956983,0.0005477068,0.001787226,0.0006049487,0.0001171074,0.00104457,0.0001317258,0.00001332404,0.00005512421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02604955,"threshold_uncertainty_score":0.6594855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05802807285408391,"score_gpt":0.4631003362249221,"score_spread":0.4050722633708382,"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."}}