{"id":"W2112455348","doi":"10.1191/0269215505cr796oa","title":"Falls and injury prevention should be part of every stroke rehabilitation plan","year":2005,"lang":"en","type":"article","venue":"Clinical Rehabilitation","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"University of South Australia","keywords":"Berg Balance Scale; Rehabilitation; Physical therapy; Medicine; Functional Independence Measure; Stroke (engine); Prospective cohort study; Fall prevention; Balance (ability); Fear of falling; Poison control; Injury prevention; Falling (accident); Activities of daily living; Physical medicine and rehabilitation; Surgery; Medical emergency; Psychiatry","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":[0.005141607,0.0001896383,0.0005148632,0.0001474603,0.0002282061,0.000008800064,0.000131737,0.0005375373,0.00007226351],"category_scores_gemma":[0.007798759,0.0001814179,0.000258576,0.0001956803,0.0003349515,0.0005178449,0.00008159306,0.0006462703,0.00007623976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385213,"about_ca_system_score_gemma":0.0001940158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003861857,"about_ca_topic_score_gemma":0.0002117812,"domain_scores_codex":[0.9946521,0.001959305,0.002122926,0.000533337,0.0003904417,0.0003418766],"domain_scores_gemma":[0.9896515,0.008593677,0.0007567553,0.0004645611,0.0003644695,0.0001690345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001248353,0.00289565,0.7243643,0.001290306,0.00009583906,2.776019e-7,0.005997881,0.000006224837,0.005188601,0.008213444,0.03208689,0.2186122],"study_design_scores_gemma":[0.0019339,0.002298534,0.9420558,0.0005276161,0.00007029661,2.401262e-7,0.002679095,0.0003432641,0.000006158542,0.009389201,0.04050398,0.0001918989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904797,0.0001567325,0.0004314238,0.004873484,0.0008265952,0.001471307,0.00008948651,0.00009908645,0.001572164],"genre_scores_gemma":[0.9835612,0.0002375516,0.01250875,0.0006263493,0.0006200526,0.0002152928,0.0001421087,0.00002849023,0.00206024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2184203,"threshold_uncertainty_score":0.9336407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08476895226923302,"score_gpt":0.4651468128977818,"score_spread":0.3803778606285487,"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."}}