{"id":"W4392542818","doi":"10.1200/op.23.00590","title":"Health Care Contact Days Among Older Cancer Survivors","year":2024,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Cancer survivorship and care","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Cancer Institute; National Institute on Aging; Pancreatic Cancer Action Network","keywords":"Health care; Medicine; Gerontology; Nursing; Self care; Family 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":[0.0006444937,0.0002196222,0.000533142,0.00014843,0.0001410394,0.0000574829,0.0001149281,0.0002653783,0.0007459976],"category_scores_gemma":[0.0002684569,0.0001936795,0.0001489047,0.0004099368,0.00008853977,0.0004103403,0.00006391964,0.0008894936,0.0001361479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515195,"about_ca_system_score_gemma":0.002361037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05044858,"about_ca_topic_score_gemma":0.1137388,"domain_scores_codex":[0.9979595,0.0003803651,0.0003510032,0.0005161404,0.000331906,0.000461095],"domain_scores_gemma":[0.9979018,0.001003702,0.0001595758,0.0003693034,0.0002637205,0.000301895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001475734,0.0006136193,0.0830119,0.002856671,0.001304653,0.003529674,0.08463135,0.00001282429,0.0002256971,0.004147206,0.1922747,0.6259159],"study_design_scores_gemma":[0.0007723638,0.0007819938,0.03240915,0.0002846614,0.00035593,0.0002485475,0.01624061,0.00003964821,0.00006738181,0.00000796005,0.9486037,0.0001880307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3413841,0.1220145,0.000542842,0.2264439,0.02158234,0.002317299,0.0001939099,0.001150352,0.2843708],"genre_scores_gemma":[0.9770855,0.002440014,0.0001827339,0.01554551,0.001046222,0.0001761542,0.00007064706,0.00006201617,0.003391173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.756329,"threshold_uncertainty_score":0.9558746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201221909183648,"score_gpt":0.3958962560994316,"score_spread":0.3738840370075951,"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."}}