{"id":"W2896800302","doi":"10.1016/j.jamda.2018.08.006","title":"Not All Falls Are Equal: Risk Factors for Unplanned Readmission in Older Patients After Moderate and Severe Injury—A National Cohort Study","year":2018,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Ministry of Health -Singapore","keywords":"Medicine; Confidence interval; Emergency medicine; Hazard ratio; Relative risk; Injury Severity Score; Comorbidity; Trauma center; Blunt trauma; Injury prevention; Poison control; Cohort study; Cohort; Proportional hazards model; Retrospective cohort study; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190943,0.0001484465,0.0005169043,0.0001264104,0.0001058903,0.00001369758,0.00009578765,0.00007627416,0.00003506713],"category_scores_gemma":[0.007264617,0.00008890685,0.0001358515,0.0002310981,0.00007611331,0.00008809672,0.00004743018,0.0003091239,0.000001038159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004845418,"about_ca_system_score_gemma":0.0001269777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003423716,"about_ca_topic_score_gemma":0.0003000447,"domain_scores_codex":[0.9973342,0.0002760872,0.0005520484,0.0001720972,0.001448468,0.0002170469],"domain_scores_gemma":[0.9974973,0.0003889021,0.001093982,0.00008203973,0.0007551255,0.0001826231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009366581,0.0004183785,0.9902365,0.000008985345,0.0003467937,0.000002135698,0.001603257,0.000001591264,0.00001764322,4.093276e-7,0.004067643,0.002360034],"study_design_scores_gemma":[0.001604287,0.000976601,0.9957902,0.0001191827,0.0002096883,0.000001182786,0.0006377545,0.00009007413,0.0000787621,0.0000391666,0.0003534959,0.00009963344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976506,0.00002985363,0.00002061547,0.001111896,0.0005891129,0.0004574036,0.00005816163,0.000009851431,0.00007245434],"genre_scores_gemma":[0.9986253,0.0001129687,0.00004072083,0.0007641934,0.0003224284,0.00001575711,0.000006198387,0.00001627629,0.00009613937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006073674,"threshold_uncertainty_score":0.8696949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492345646157496,"score_gpt":0.3165241904446626,"score_spread":0.3016007339830877,"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."}}