{"id":"W4390081016","doi":"10.1093/geroni/igad104.2807","title":"ASSESSING FRAILTY USING THE FIT-FRAILTY APP IN A NONGERIATRIC PRACTICE: A FEASIBILITY STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Osteoporosis; Psychosocial; Physical therapy; Fear of falling; Gerontology; Geriatrics; Internal medicine; Emergency medicine; Poison control; Injury prevention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007478985,0.0005100505,0.0005100607,0.0007437596,0.001683468,0.001076806,0.0006659272,0.0008193424,0.002384903],"category_scores_gemma":[0.009741172,0.0006442346,0.0008050576,0.000524911,0.0009104424,0.001137226,0.001146529,0.0009961625,0.0006883453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721647,"about_ca_system_score_gemma":0.005779759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02234368,"about_ca_topic_score_gemma":0.06856624,"domain_scores_codex":[0.9973369,0.001081262,0.0002198396,0.0002142407,0.0006298291,0.0005179167],"domain_scores_gemma":[0.9929966,0.002423831,0.0009393611,0.0004324369,0.001503395,0.001704349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003928506,0.04463331,0.8665184,0.0008324293,0.000164859,0.002385554,0.02856233,0.0002468994,0.003373818,0.0002146585,0.001825032,0.0473142],"study_design_scores_gemma":[0.001541623,0.05945822,0.9161858,0.0002234577,0.0001139961,0.0007456265,0.01720274,0.0008436945,0.0004026975,0.0001371831,0.003062325,0.00008271428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968784,0.00004862392,0.0001744008,0.00009700724,0.000006793209,0.002136381,0.00009971007,0.0000053724,0.0005532585],"genre_scores_gemma":[0.9913464,0.000247102,0.002628417,0.000410423,0.00002810577,0.004451424,0.0002205626,0.000005784365,0.0006617088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02234368,"threshold_uncertainty_score":0.04442722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1830302881439671,"score_gpt":0.4542276046362388,"score_spread":0.2711973164922717,"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."}}