{"id":"W4225273793","doi":"10.4018/978-1-6684-5295-0.ch044","title":"Fall Prevention and Management App Prototype for the Elderly and Their Caregivers","year":2022,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Usability; Mobile apps; Computer science; Fall prevention; Point (geometry); Mobile device; Multimedia; World Wide Web; Human–computer interaction; Medicine; Human factors and ergonomics; Poison control; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003822848,0.0006673243,0.0004308579,0.0004761663,0.0003054907,0.0007280775,0.0009443028,0.0009820842,0.03173502],"category_scores_gemma":[0.001206891,0.0002337535,0.0003489524,0.0002629564,0.0001368975,0.0008774729,0.0006063036,0.0005818332,0.009262987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659522,"about_ca_system_score_gemma":0.0005021811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004924893,"about_ca_topic_score_gemma":0.001106383,"domain_scores_codex":[0.9998604,0.00002521414,0.00001450634,0.00002002577,0.00006831432,0.00001144448],"domain_scores_gemma":[0.9996377,0.0001991462,0.00001325602,0.00002008773,0.00009905925,0.00003079621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002553799,0.0009764585,0.001133824,0.002699644,0.00002094903,0.002146724,0.001463911,0.0005114218,0.01838467,0.002088048,0.1948523,0.7754668],"study_design_scores_gemma":[0.0003971341,0.002491139,0.01932138,0.002444708,0.0001165344,0.01453918,0.00170563,0.006447903,0.01371475,0.004171671,0.9344544,0.0001956237],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2030992,0.03247295,0.2958016,0.007700142,0.006825945,0.01801204,0.008985396,0.03470654,0.3923963],"genre_scores_gemma":[0.1543882,0.01823355,0.3429316,0.005286327,0.0006444943,0.01160318,0.006759891,0.001487287,0.4586655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03173502,"threshold_uncertainty_score":0.1061643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435690380785687,"score_gpt":0.2740263575397564,"score_spread":0.2496694537318995,"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."}}