{"id":"W2989643547","doi":"10.3390/ijerph16234774","title":"The Association between Health Beliefs and Fall-Related Behaviors and Its Implication for Fall Intervention among Chinese Elderly","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Gerontology; Fall prevention; Intervention (counseling); Medicine; Rural area; Health belief model; Injury prevention; Occupational safety and health; Environmental health; Demography; Psychology; Poison control; Health education; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00126888,0.0002977072,0.0002439214,0.0006604324,0.0004159491,0.0003962194,0.0002663412,0.0003502152,0.0009879369],"category_scores_gemma":[0.002497859,0.0002009273,0.0005941528,0.0006767748,0.0002671594,0.0003119016,0.0003478006,0.000401071,0.00006123757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005979887,"about_ca_system_score_gemma":0.001266612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02834516,"about_ca_topic_score_gemma":0.03651169,"domain_scores_codex":[0.999709,0.00008264435,0.00003314905,0.00003327054,0.00006674202,0.00007523096],"domain_scores_gemma":[0.9993155,0.000196586,0.0001987279,0.00003937176,0.0001181987,0.0001316869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003306973,0.00009127904,0.9933879,0.00003582214,0.00005557376,0.0000538382,0.000363606,0.00005793268,0.0001341087,0.00003773903,0.00006823893,0.005680881],"study_design_scores_gemma":[0.000004790488,0.00005750952,0.9989042,0.00001433305,0.00004885841,0.00002797399,0.0003683984,0.000432955,0.00003281297,0.0000442961,0.00006123883,0.000002584689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991358,0.0002290012,0.00007934679,0.0001995741,0.000005136949,0.00000867481,0.00003861957,0.000001633403,0.0003022675],"genre_scores_gemma":[0.9995697,0.0001219297,0.0001035144,0.00004641706,0.000005792846,0.000007339805,0.00004016708,3.293135e-7,0.0001046827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02834516,"threshold_uncertainty_score":0.05636036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100783386562176,"score_gpt":0.4341553450154652,"score_spread":0.3931475111498435,"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."}}