{"id":"W4393928263","doi":"10.1200/jco.23.02536","title":"Prevalence and Cancer-Specific Patterns of Functional Disability Among US Cancer Survivors, 2017-2022","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"National Cancer Institute","keywords":"Medicine; Cancer; Logistic regression; Behavioral Risk Factor Surveillance System; Bathing; Odds ratio; Gerontology; Activities of daily living; Physical therapy; Internal medicine; Population; Environmental health","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":[0.0004213845,0.0001855383,0.0002232226,0.001327975,0.0002613749,0.0005393277,0.0002827802,0.0002667674,0.0008991444],"category_scores_gemma":[0.001751417,0.0001236429,0.0003817271,0.001687775,0.0002011614,0.000420938,0.0005554201,0.0003517322,0.0001183517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005743874,"about_ca_system_score_gemma":0.0007890095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05588353,"about_ca_topic_score_gemma":0.09312159,"domain_scores_codex":[0.999569,0.00006557271,0.00007953844,0.0000804263,0.0001179394,0.00008742006],"domain_scores_gemma":[0.9986339,0.0001235465,0.0007281214,0.00003902096,0.0003080706,0.0001672749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001060281,0.000008606477,0.9977775,0.00001745466,0.00002995968,0.00001559239,0.00003163111,0.00003012649,0.00003188328,0.00001035494,0.0003415934,0.001694613],"study_design_scores_gemma":[0.000001612416,0.00001007607,0.999271,0.00001853773,0.00001419001,0.00007880051,0.0001920034,0.00008896814,0.0000192346,0.00001111406,0.0002924697,0.000002052254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988352,0.001885626,0.0001237625,0.0003276499,0.00002006098,0.0000303824,0.008193841,0.00001413831,0.001052658],"genre_scores_gemma":[0.9924056,0.0008852487,0.000092964,0.0001065127,0.00002382445,0.00004548835,0.00618158,0.000003318141,0.0002555336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05588353,"threshold_uncertainty_score":0.1111165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116137981371915,"score_gpt":0.4431976533265429,"score_spread":0.3270596719546279,"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."}}