{"id":"W3036106281","doi":"10.1016/j.jgo.2020.06.001","title":"Circumstances around falls in older adults with Cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National Cancer Institute; Alvin J. Siteman Cancer Center","keywords":"Medicine; Fall prevention; Cancer; Prospective cohort study; Cohort; Falls in older adults; Injury prevention; Poison control; Occupational safety and health; Cohort study; Suicide prevention; Gerontology; Physical therapy; Surgery; Medical emergency; Internal medicine","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":[0.0005598998,0.0001225533,0.0005318789,0.0001380922,0.0001052382,0.000005486114,0.000197544,0.0002317972,0.0001549708],"category_scores_gemma":[0.0000847667,0.00008961758,0.00007317914,0.0004474018,0.00003761696,0.0002070567,0.0000320272,0.000869802,0.00003988701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003486099,"about_ca_system_score_gemma":0.001106056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001255742,"about_ca_topic_score_gemma":0.0008379713,"domain_scores_codex":[0.9979617,0.0004632824,0.0008381624,0.0001683614,0.000216204,0.0003522942],"domain_scores_gemma":[0.9981704,0.0002713776,0.001071015,0.00008273778,0.0002301317,0.0001743451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009838533,0.002514747,0.7764571,0.001887266,0.0003625903,0.00106893,0.05134099,0.00006699398,0.006451233,0.0005297876,0.06631026,0.08317154],"study_design_scores_gemma":[0.01212501,0.001596525,0.9192668,0.0006011925,0.00009698483,0.0000410597,0.01147493,0.0001115407,0.000002457506,0.0002500137,0.05423471,0.0001987367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866889,0.002678966,0.0003209478,0.005117573,0.001406336,0.0004133479,0.000007477436,0.00001422471,0.003352207],"genre_scores_gemma":[0.9923158,0.002647887,0.0006780342,0.002089044,0.002014432,0.00002933319,0.000002068449,0.00001660408,0.000206746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428097,"threshold_uncertainty_score":0.3778905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327159473407405,"score_gpt":0.3675749500386738,"score_spread":0.3443033553045998,"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."}}