{"id":"W3216213087","doi":"10.2196/30558","title":"A Digital Health Fall Prevention Program for Older Adults: Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fall prevention; Medicine; Falling (accident); Psychological intervention; Physical therapy; Fear of falling; Injury prevention; Gerontology; Poison control; Emergency medicine; Environmental health; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003921326,0.0001787039,0.0003854843,0.0001604707,0.0014154,0.00009358949,0.0002456645,0.0001665141,0.00004226837],"category_scores_gemma":[0.0003935394,0.0001537896,0.0001754833,0.0007141132,0.0000939721,0.0008176246,0.0003209749,0.001084534,0.0002448887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005878119,"about_ca_system_score_gemma":0.001095962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005997835,"about_ca_topic_score_gemma":0.000694181,"domain_scores_codex":[0.9945422,0.002151289,0.0008382963,0.0005242629,0.0008085421,0.001135381],"domain_scores_gemma":[0.9968831,0.0005546406,0.000256293,0.0005291622,0.001514664,0.0002621291],"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":[0.001401693,0.04741072,0.1127995,0.00687837,0.000201945,0.000006779828,0.1034639,9.915304e-8,0.00004212098,0.001230594,0.04937704,0.6771872],"study_design_scores_gemma":[0.007437808,0.003277565,0.8845941,0.001048507,0.000005597603,0.000001696554,0.0898592,0.0003188451,0.000002477486,0.002501552,0.01076867,0.000183963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714431,0.0002352641,0.000881103,0.001012817,0.0003318976,0.01920103,0.0002082658,0.0001988024,0.006487688],"genre_scores_gemma":[0.9831573,0.00004757444,0.0003494612,0.00008261418,0.0001937301,0.009382143,0.0005977732,0.00003018153,0.006159234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7717946,"threshold_uncertainty_score":0.9998846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071825639756598,"score_gpt":0.5372419313920873,"score_spread":0.4300593674164275,"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."}}