{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007309193,0.0008565179,0.0006607919,0.001461415,0.001662308,0.0008018971,0.0008511673,0.001407885,0.003651491],"category_scores_gemma":[0.00655425,0.0007618793,0.001077846,0.0006158342,0.0007483742,0.001645046,0.001781265,0.001394615,0.0008900804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007623154,"about_ca_system_score_gemma":0.005887671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00352209,"about_ca_topic_score_gemma":0.006429004,"domain_scores_codex":[0.9965318,0.001720112,0.000322722,0.0002514534,0.0005376195,0.0006360828],"domain_scores_gemma":[0.9968774,0.0007331053,0.0003883773,0.0002628948,0.000491783,0.001246418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02720434,0.4851462,0.2775902,0.002451593,0.000381473,0.002648336,0.008405318,0.0008225658,0.006197454,0.0007982193,0.004507933,0.1838464],"study_design_scores_gemma":[0.05693295,0.4374013,0.4808306,0.0006994879,0.0004490452,0.00126219,0.008284256,0.001865105,0.001469808,0.0005733668,0.01011326,0.0001184256],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325586,0.0001369536,0.001118674,0.0005847565,0.00005164862,0.0626792,0.00075518,0.00004180108,0.002073106],"genre_scores_gemma":[0.8774724,0.0005785079,0.01223592,0.001694036,0.0001830329,0.1054395,0.001261682,0.00001223372,0.001122736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007309193,"threshold_uncertainty_score":0.03865522,"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."}}