{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002444087,0.0001901046,0.0003942051,0.001171614,0.001248407,0.0007657544,0.0002019426,0.0007368989,0.002051212],"category_scores_gemma":[0.003253479,0.0001715073,0.0005453744,0.001481066,0.0002800192,0.0006483649,0.0009434808,0.0006498174,0.0001930172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271662,"about_ca_system_score_gemma":0.0007302465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02164277,"about_ca_topic_score_gemma":0.04883596,"domain_scores_codex":[0.9995969,0.00008656284,0.0001031424,0.00003730809,0.00007083059,0.000105265],"domain_scores_gemma":[0.9985206,0.000123033,0.0007343718,0.00001825485,0.0001892811,0.0004145764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001099842,0.00007830201,0.9941974,0.00005499754,0.00004376485,0.0007425153,0.0004789773,0.0000525059,0.00004770961,0.00004261382,0.0007806115,0.00337069],"study_design_scores_gemma":[0.000004624326,0.0001096879,0.9948784,0.00006892095,0.00002956802,0.0009980355,0.003141508,0.00008268779,0.00001583784,0.00009284824,0.0005694787,0.000008284048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918927,0.001957,0.00004597831,0.0007309256,0.00008114296,0.00002628131,0.0008049534,0.000005454113,0.004455634],"genre_scores_gemma":[0.9983466,0.0007772531,0.00004814005,0.0001483285,0.00005781293,0.00001116117,0.0003239684,0.000001300226,0.0002854246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02164277,"threshold_uncertainty_score":0.0430336,"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."}}