{"id":"W2060778506","doi":"10.1007/s10072-011-0906-8","title":"Bedside cognitive assessments and falls risk in Parkinson’s disease","year":2011,"lang":"en","type":"article","venue":"Neurological Sciences","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Medicine; Postural instability; Neurology; Gait; Physical medicine and rehabilitation; Physical therapy; Parkinson's disease; Cognitive test; Neurosurgery; Falls in older adults; Timed Up and Go test; Disease; Poison control; Injury prevention; Cognitive impairment; Psychiatry; Internal medicine; Emergency medicine; Balance (ability)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004499043,0.0003357321,0.0005074329,0.0006708305,0.0005323389,0.0005298051,0.000200011,0.000648707,0.001151544],"category_scores_gemma":[0.003670107,0.0001915323,0.0002592843,0.0004888242,0.0001209893,0.0004568883,0.0004254534,0.0008654172,0.0001945998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177832,"about_ca_system_score_gemma":0.0003710275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005636027,"about_ca_topic_score_gemma":0.01527783,"domain_scores_codex":[0.9996154,0.00012477,0.0000598771,0.00003440303,0.0001188547,0.00004669049],"domain_scores_gemma":[0.9986726,0.0003260672,0.0003554323,0.00003065016,0.0002638179,0.0003513699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008097197,0.0007216433,0.9798633,0.0000477856,0.00008918565,0.0002315717,0.0001313009,0.0001307321,0.0003068716,0.00002137973,0.0006006702,0.01704585],"study_design_scores_gemma":[0.00003012545,0.0006101307,0.9975254,0.00003040731,0.00005215826,0.0004843656,0.0001823134,0.0006060232,0.0001994517,0.0001099123,0.0001603491,0.000009482197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971884,0.000744003,0.00006722322,0.0001690212,0.00002307118,0.000008314868,0.000119285,0.000008157933,0.001672505],"genre_scores_gemma":[0.9989572,0.0002786639,0.0001688328,0.00008180025,0.00003565496,0.000008673243,0.0001147882,9.30365e-7,0.0003534248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005636027,"threshold_uncertainty_score":0.01120645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08988684085889401,"score_gpt":0.399449031602302,"score_spread":0.309562190743408,"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."}}