{"id":"W4289260565","doi":"10.1186/s12877-022-03321-y","title":"Incidence and clinical characteristics of fall-related injuries among older inpatients at a tertiary grade a hospital in Shandong province from 2018 to 2020","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical and Health Science and Technology Development Project of Shandong Province; University of Toronto","keywords":"Medicine; Incidence (geometry); Fall prevention; Adverse effect; Emergency medicine; Injury prevention; Rehabilitation; Occupational safety and health; Poison control; Falling (accident); Physical therapy; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003842099,0.0003198686,0.0002624865,0.001071786,0.0004625604,0.0003289526,0.0004318898,0.0002739998,0.001095616],"category_scores_gemma":[0.0008346392,0.0002644798,0.0005000372,0.001003069,0.000203099,0.0002996963,0.0005088598,0.0003916299,0.0001097466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175793,"about_ca_system_score_gemma":0.001535142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0571644,"about_ca_topic_score_gemma":0.07228157,"domain_scores_codex":[0.999699,0.00002341493,0.00005538781,0.00005859231,0.00007713927,0.00008651985],"domain_scores_gemma":[0.9993151,0.00003827148,0.0002901918,0.00002487762,0.0001265648,0.0002050093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003198536,0.00001822746,0.9989145,0.0000111359,0.00001316071,0.00006208531,0.00006293036,0.00002964398,0.00007531842,0.000006574168,0.0001328464,0.0006415488],"study_design_scores_gemma":[0.000002394079,0.00003137369,0.9994684,0.000005948093,0.000006704543,0.00009528955,0.0001997702,0.0001045587,0.00001367821,0.000006229162,0.0000637615,0.000001958306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992149,0.00009564289,0.00002140998,0.00004100925,0.000004991239,0.000007664091,0.0004538668,0.000002361628,0.0001581677],"genre_scores_gemma":[0.9989104,0.00009168727,0.0000307304,0.00001858437,0.000004841716,0.00001250707,0.0007949555,6.058367e-7,0.0001356176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0571644,"threshold_uncertainty_score":0.1136633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147917505974868,"score_gpt":0.3196926342399692,"score_spread":0.3049008836424824,"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."}}