{"id":"W4396814139","doi":"10.1001/jamanetworkopen.2024.10731","title":"Chronic Health Conditions and Longitudinal Employment in Survivors of Childhood Cancer","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute","keywords":"Childhood cancer; Longitudinal data; Longitudinal study; Quality of life (healthcare); Gerontology; Psychology; Medicine; Cancer; Demography; Sociology; Nursing","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":[0.001028207,0.0001138677,0.000164464,0.0006065256,0.0004829259,0.0003549754,0.0002436804,0.0002694198,0.001391116],"category_scores_gemma":[0.002443974,0.0001808561,0.0003670342,0.001094482,0.0001770942,0.0003598711,0.0006002228,0.0005066164,0.0001304016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057451,"about_ca_system_score_gemma":0.0007831846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01750127,"about_ca_topic_score_gemma":0.02974865,"domain_scores_codex":[0.9996139,0.00009127978,0.00004552953,0.00007851298,0.00007312424,0.00009755111],"domain_scores_gemma":[0.9985633,0.0001389263,0.0008430461,0.00008296399,0.0001576271,0.0002141575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002066699,0.0000101688,0.9991958,0.000005458422,0.00001718481,0.00001173737,0.0000384165,0.00001114727,0.00002508345,0.000005699076,0.00004651652,0.0006121153],"study_design_scores_gemma":[0.000002288846,0.00003868625,0.9995636,0.00001068343,0.000009667293,0.00007192853,0.0001155143,0.00004061571,0.00001818463,0.00001359098,0.0001140514,0.000001205958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981235,0.0005290112,0.00006202922,0.0001150222,0.000006441109,0.0000079728,0.0008972022,0.000002020647,0.0002567276],"genre_scores_gemma":[0.9984726,0.0003111578,0.00007469139,0.00003564515,0.000007838366,0.00001928044,0.0009467751,9.105241e-7,0.0001310826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01750127,"threshold_uncertainty_score":0.0347988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048268197305706,"score_gpt":0.3768334270220475,"score_spread":0.3363507450489905,"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."}}