{"id":"W2325046986","doi":"10.1097/01.tgr.0000311406.01555.e0","title":"Assessment, Intervention, and Prevention of Falls in Elders With Developmental Disabilities","year":2008,"lang":"en","type":"article","venue":"Topics in Geriatric Rehabilitation","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lambton College","funders":"","keywords":"Medicine; Intervention (counseling); Psychological intervention; Gerontology; Population; Injury prevention; Suicide prevention; Poison control; Psychiatry; Medical emergency; Environmental health","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":[0.000802711,0.0001044721,0.0002383754,0.0002302999,0.00009959962,0.000003210731,0.00006329022,0.0001182645,0.00002829021],"category_scores_gemma":[0.0003272259,0.00009708219,0.00004139409,0.0003609922,0.0001268876,0.0002655409,0.00003893398,0.0002251673,0.00000346853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658351,"about_ca_system_score_gemma":0.0001506729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003368363,"about_ca_topic_score_gemma":0.001135312,"domain_scores_codex":[0.9981726,0.0004887695,0.0007426522,0.0002346993,0.0001707585,0.0001905169],"domain_scores_gemma":[0.9990467,0.0004909739,0.0002250285,0.0001240875,0.00008471247,0.00002852016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005561383,0.0003525131,0.9827504,0.0005842868,0.000007536913,6.07895e-7,0.009413465,0.000002525121,0.0003439083,0.002564121,0.00005580757,0.003869219],"study_design_scores_gemma":[0.002016965,0.0002946836,0.9740301,0.0002872732,0.000006174764,0.000001900697,0.01527357,0.00005121542,0.000001481326,0.007801062,0.0001407993,0.00009480598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951329,0.0000863719,0.000953129,0.0001597731,0.0001510579,0.000921454,0.000003475313,0.00001917852,0.002572702],"genre_scores_gemma":[0.9844377,0.0001316049,0.01437411,0.00001241316,0.00004151862,0.0002014344,0.00003015991,0.000009271745,0.0007617829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342098,"threshold_uncertainty_score":0.3958897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250830916557061,"score_gpt":0.3559068518686227,"score_spread":0.3333985427030521,"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."}}