{"id":"W4205086994","doi":"10.1097/ccm.0000000000005423","title":"A Multicenter Cohort Study of Falls Among Patients Admitted to the ICU*","year":2022,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Cohort study; Multicenter study; Critically ill; Cohort; Poison control; Injury prevention; Risk assessment; Prospective cohort study; Occupational safety and health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001465252,0.0006002388,0.0005728749,0.0009547176,0.001352444,0.0008453175,0.0007914237,0.0006100438,0.00111125],"category_scores_gemma":[0.002150383,0.0006794014,0.0005814767,0.002006744,0.0003541712,0.0005242535,0.0007071738,0.0006789772,0.0003231403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267018,"about_ca_system_score_gemma":0.003248249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2228116,"about_ca_topic_score_gemma":0.2691385,"domain_scores_codex":[0.9991198,0.0001708871,0.00007521969,0.0002029824,0.0002280517,0.0002029868],"domain_scores_gemma":[0.9978361,0.0001337644,0.0006628204,0.0002153059,0.0005870488,0.0005651219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002105075,0.00006103508,0.9986828,0.000009029296,0.00005891289,0.00007159473,0.0001201467,0.00001437217,0.0000889212,0.00000994083,0.0002158867,0.000456907],"study_design_scores_gemma":[0.00007578199,0.0002483372,0.9985544,0.00001235106,0.00004729268,0.0001959812,0.0003481091,0.0001501972,0.0000271988,0.000008680451,0.0003243985,0.000007349726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977618,0.0001223229,0.0001221776,0.00003717091,0.000009312831,0.00008568821,0.001660766,0.000004977013,0.0001957444],"genre_scores_gemma":[0.9965418,0.0001356123,0.0004103435,0.0001089509,0.00002405585,0.0001208127,0.0023362,0.000004344731,0.0003179162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228116,"threshold_uncertainty_score":0.4430295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575131042849755,"score_gpt":0.3882006497603187,"score_spread":0.3624493393318211,"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."}}