{"id":"W4285018108","doi":"10.2196/32288","title":"Physical Activity and Fall Prevention in Geriatric Inpatients in an Acute Care Unit (AGIR Study): Protocol for a Usability Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Usability; Intervention (counseling); Fall prevention; Physical therapy; Acute care; Health care; Geriatrics; Poison control; Injury prevention; Nursing; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0503379,0.005091002,0.00844698,0.002944155,0.004330272,0.003159985,0.00276152,0.007211221,0.0514186],"category_scores_gemma":[0.03250766,0.002909617,0.004419142,0.002951128,0.002904829,0.002786031,0.002219397,0.007232449,0.01278579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004900427,"about_ca_system_score_gemma":0.01774967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002959433,"about_ca_topic_score_gemma":0.00473378,"domain_scores_codex":[0.9755731,0.01517016,0.003597746,0.001625052,0.001798135,0.002235743],"domain_scores_gemma":[0.9765341,0.006552617,0.003194789,0.003683256,0.008000484,0.0020347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5447141,0.101772,0.004700639,0.07802393,0.001765921,0.001918149,0.007462721,0.005858252,0.01121365,0.01183905,0.08588947,0.1448423],"study_design_scores_gemma":[0.630985,0.09556131,0.01973576,0.01811372,0.0009527601,0.0003514521,0.002059254,0.005163571,0.004145709,0.006016769,0.2162838,0.000630965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008839484,0.00006303168,0.0006241692,0.00005205286,0.00007629088,0.9975406,0.0003832575,0.00003549067,0.000341226],"genre_scores_gemma":[0.0005219232,0.00003658655,0.0008458774,0.00003953166,0.00001431397,0.998385,0.00005463642,0.000002168181,0.0001001101],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0514186,"threshold_uncertainty_score":0.2662154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2797683409937595,"score_gpt":0.6318395836794225,"score_spread":0.352071242685663,"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."}}