{"id":"W4280600293","doi":"10.1161/hcq.0000000000000108","title":"Preventing and Managing Falls in Adults With Cardiovascular Disease: A Scientific Statement From the American Heart Association","year":2022,"lang":"en","type":"review","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College; Turris (Canada)","funders":"","keywords":"Medicine; Falling (accident); Disease; Fear of falling; Population; Fall prevention; Psychological intervention; Heart disease; Physical therapy; Injury prevention; Gerontology; Intensive care medicine; Poison control; Medical emergency; Internal medicine; Environmental health; Psychiatry","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":[0.006596602,0.001083184,0.002341631,0.00310295,0.0007161809,0.001892674,0.001440068,0.004325446,0.002295421],"category_scores_gemma":[0.008544645,0.000492223,0.002454343,0.003064738,0.0007599758,0.002235458,0.001904516,0.005700434,0.001494662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075638,"about_ca_system_score_gemma":0.006653194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004245964,"about_ca_topic_score_gemma":0.006657412,"domain_scores_codex":[0.997761,0.0004470795,0.0005186781,0.0001450164,0.001006039,0.0001221119],"domain_scores_gemma":[0.9944288,0.002250362,0.0007412623,0.0001108186,0.002147658,0.0003211028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001134699,0.0001124828,0.0002259135,0.04666367,0.0002983322,0.00008729177,0.000119132,0.0001253162,0.0003425075,0.002020754,0.2936108,0.6562803],"study_design_scores_gemma":[0.000129682,0.0001404223,0.001380898,0.06520986,0.0007237325,0.000373494,0.00008352762,0.00009470969,0.0001414428,0.002000647,0.9296904,0.00003105554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005895122,0.9800532,0.000115844,0.01425456,0.004775388,0.00004549771,0.00005682382,0.000008911522,0.0006308089],"genre_scores_gemma":[0.0003928822,0.9896346,0.0003943781,0.006850897,0.002107147,0.00005691561,0.00006946048,0.000003028607,0.0004907956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006596602,"threshold_uncertainty_score":0.0348866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07828193047297657,"score_gpt":0.3873262919542677,"score_spread":0.3090443614812911,"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."}}