{"id":"W2035150167","doi":"10.3322/caac.21163","title":"Significant risk of falls in older cancer patients","year":2012,"lang":"en","type":"article","venue":"CA A Cancer Journal for Clinicians","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Falls in older adults; Medicine; Gerontology; Human factors and ergonomics; Poison control; Medical emergency","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":[0.0006847899,0.0001892548,0.0005675324,0.0001779148,0.00007605503,0.00001047946,0.0001511288,0.0001532646,0.000407437],"category_scores_gemma":[0.0006281578,0.0001538711,0.0002975818,0.0002203254,0.00008668993,0.0001713782,0.00002284112,0.0005885331,0.00001051524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782315,"about_ca_system_score_gemma":0.0003936088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007953658,"about_ca_topic_score_gemma":0.0007753129,"domain_scores_codex":[0.9978695,0.0000787303,0.0009300429,0.0001904167,0.0003556017,0.0005756911],"domain_scores_gemma":[0.9980985,0.0003092366,0.0006245745,0.0002138471,0.0004322947,0.0003215635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003929352,0.0007023959,0.9472619,0.000145712,0.0001925756,0.000004442744,0.002505384,0.00008157444,0.0002216146,0.000008587916,0.01707169,0.03141116],"study_design_scores_gemma":[0.009240977,0.0006767354,0.9446744,0.001356101,0.0005241664,0.0000125876,0.0006331069,0.0001319074,0.001302764,0.00007938711,0.04110952,0.0002583025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909152,0.002859273,0.0001786669,0.0008853889,0.003518412,0.0008071787,0.0004881937,0.00001192107,0.0003357516],"genre_scores_gemma":[0.9927471,0.00355228,0.000349881,0.0008202341,0.001203849,0.0001238512,0.00001194611,0.00004945097,0.001141384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03115286,"threshold_uncertainty_score":0.6274682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908491910485382,"score_gpt":0.3833633118326734,"score_spread":0.3442783927278195,"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."}}