{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001936523,0.0002118062,0.0003943739,0.0005657602,0.0005941927,0.0004642854,0.0001309366,0.0005797891,0.003157266],"category_scores_gemma":[0.002723455,0.0001896062,0.0005359222,0.0008238696,0.0001086869,0.0002902851,0.0002965008,0.0009141079,0.0002251865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002289319,"about_ca_system_score_gemma":0.0005105223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007853705,"about_ca_topic_score_gemma":0.01507222,"domain_scores_codex":[0.9997544,0.00005303359,0.00003439737,0.00003107407,0.00007751671,0.00004961168],"domain_scores_gemma":[0.9991406,0.0001045134,0.000297659,0.0000271819,0.0001392533,0.0002908107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001368762,0.00006365493,0.993166,0.00002183442,0.00008203193,0.0001810319,0.00007165747,0.00001976496,0.00008222005,0.00002722419,0.0009410412,0.005206803],"study_design_scores_gemma":[0.0000140581,0.0001131883,0.9982152,0.00003152938,0.00006379255,0.0006318719,0.0001473936,0.000132622,0.00002068855,0.0001282718,0.000495828,0.00000555855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913514,0.002590115,0.000112274,0.0009515651,0.000116089,0.00001534872,0.0008014769,0.00001007202,0.004051787],"genre_scores_gemma":[0.9980561,0.0006410066,0.0000844433,0.0002456685,0.00007936067,0.000008700935,0.0004042111,0.000001959276,0.0004786047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007853705,"threshold_uncertainty_score":0.015616,"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."}}