{"id":"W4380840004","doi":"10.15621/ijphy/2023/v10i2/1325","title":"\"Risk-Taking and Risk of Falls in Community-Dwelling Older Adults: A Scoping Review\"","year":2023,"lang":"en","type":"article","venue":"International Journal of Physiotherapy","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; McMaster University","funders":"McMaster University","keywords":"Medicine; Gerontology; Human factors and ergonomics; Risk assessment; Suicide prevention; Poison control; Injury prevention; Applied psychology; Environmental health; Psychology; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020382,0.00009883055,0.0003359972,0.000255829,0.0001473054,0.000008253594,0.0002977497,0.00006647718,0.00003471098],"category_scores_gemma":[0.0003554412,0.00008395844,0.000113249,0.000206198,0.00003386715,0.0002019155,0.00005308537,0.0008442687,0.00001019974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006410888,"about_ca_system_score_gemma":0.00009168351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006182695,"about_ca_topic_score_gemma":0.0003147999,"domain_scores_codex":[0.9975735,0.0009670997,0.0008707666,0.00008666803,0.0003419131,0.0001600298],"domain_scores_gemma":[0.9960847,0.000734058,0.002648982,0.0001234567,0.0003669519,0.00004177286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008970509,0.001174174,0.8145279,0.008239048,0.0008271468,0.00002898483,0.03302452,0.0001332805,0.02138548,0.0002638801,0.001510453,0.1179881],"study_design_scores_gemma":[0.00334838,0.0001015079,0.8309936,0.161149,0.00002382727,0.000004366671,0.002135745,0.0006596546,0.00002976006,0.001334853,0.0001104997,0.0001088474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918993,0.006313753,0.0004789302,0.0002202316,0.0005678752,0.0003440758,0.00001982516,0.00001411804,0.0001418962],"genre_scores_gemma":[0.8136356,0.1852267,0.000387882,0.0003791919,0.0002979455,0.00001025281,0.000007964702,0.0000170196,0.0000374905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1789129,"threshold_uncertainty_score":0.3667974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819746737687985,"score_gpt":0.4349587621137011,"score_spread":0.4067612947368213,"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."}}