{"id":"W2098919406","doi":"10.2522/ptj.20110130","title":"Clinical Decision Making in Exercise Prescription for Fall Prevention","year":2012,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Terminology; Exercise prescription; Medical prescription; Fall prevention; Medicine; Physical therapy; Psychology; Human factors and ergonomics; Applied psychology; Poison control; Nursing; Medical emergency","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":[0.001398027,0.0001426993,0.0003416667,0.00005949203,0.0001932807,0.000008101151,0.0001355926,0.0001909865,0.00001380468],"category_scores_gemma":[0.00008659666,0.0001181011,0.0002351608,0.0001413369,0.00002865634,0.0003765661,0.00003938366,0.0003872182,0.0001601848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007093584,"about_ca_system_score_gemma":0.00003600975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000141701,"about_ca_topic_score_gemma":0.00001664053,"domain_scores_codex":[0.9980596,0.0004384364,0.00055764,0.0002582535,0.0001855197,0.0005005628],"domain_scores_gemma":[0.998746,0.0006298377,0.0002137819,0.0002538033,0.00006581117,0.00009079254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00151734,0.004133004,0.151029,0.00009533673,0.00002357015,2.025774e-7,0.002023439,0.000001009943,0.00408267,0.004172607,0.002728353,0.8301935],"study_design_scores_gemma":[0.003361396,0.0001881677,0.923439,0.0006701567,0.00001592923,9.75162e-8,0.0001556686,0.001242621,0.000009247568,0.05966426,0.01108966,0.000163823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823679,0.0005152026,0.01309711,0.00006282295,0.001332642,0.001745014,0.000006848565,0.00007865832,0.0007938607],"genre_scores_gemma":[0.9936396,0.0007919461,0.002403635,0.0002475576,0.001853773,0.0005668979,0.00002996626,0.00003047236,0.0004361116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8300297,"threshold_uncertainty_score":0.4816022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085837178335257,"score_gpt":0.4907785223157117,"score_spread":0.382194804482186,"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."}}