{"id":"W3087776491","doi":"10.2196/15460","title":"Smartphone Apps to Support Falls Rehabilitation Exercise: App Development and Usability and Acceptability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Usability; Focus group; Psychological intervention; Behavior change methods; mHealth; Applied psychology; Fall prevention; Rehabilitation; Psychology; Behavior change; Medicine; Poison control; Human factors and ergonomics; Physical therapy; Nursing; Computer science; Medical emergency","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00399901,0.0004616595,0.001044754,0.000188518,0.0023688,0.00003288597,0.0002066997,0.00031562,0.0002264455],"category_scores_gemma":[0.0006170732,0.0004349169,0.00003782871,0.0007119871,0.0002007348,0.0002251551,0.0003701951,0.001033534,0.0001428772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345097,"about_ca_system_score_gemma":0.00245376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006881802,"about_ca_topic_score_gemma":0.001117834,"domain_scores_codex":[0.9932733,0.0009324979,0.002200841,0.001573359,0.0005081918,0.001511879],"domain_scores_gemma":[0.9928204,0.001074362,0.0004941206,0.0006545167,0.0002700882,0.004686555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007935813,0.0005122756,0.5981583,0.009958733,0.000007991335,0.000001231513,0.04734024,7.026031e-7,0.000005329119,0.0005176369,0.004908015,0.3377959],"study_design_scores_gemma":[0.00237894,0.001708886,0.8601039,0.00008002039,0.00003862827,0.000002023431,0.01475901,0.00004840187,0.000002043718,0.0001969971,0.1203798,0.0003014211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600763,0.0006911092,0.0002591559,0.02028396,0.0002269039,0.01769793,0.00007526906,0.0002919591,0.0003974173],"genre_scores_gemma":[0.9655044,0.000739801,0.007127563,0.01278812,0.0002624893,0.01334394,0.00006046006,0.00005376554,0.0001194691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3374945,"threshold_uncertainty_score":0.9998103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08388701195369622,"score_gpt":0.452925801003489,"score_spread":0.3690387890497928,"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."}}