{"id":"W4390639662","doi":"10.1007/s11764-023-01523-w","title":"Cancer Survivorship at Stanford Cancer Institute","year":2024,"lang":"en","type":"article","venue":"Journal of Cancer Survivorship","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Cancer Institute","keywords":"Medicine; Survivorship curve; Cancer survivorship; Family medicine; Cancer survivor; Health care; Psychological intervention; Specialty; Nursing; Quality of life (healthcare); Cancer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003106052,0.0008459338,0.001848429,0.0008656821,0.0002750389,0.0002638339,0.0007661088,0.0004678145,0.00403042],"category_scores_gemma":[0.0003798364,0.0007098422,0.001059384,0.001642072,0.0004369689,0.001170982,0.0002163549,0.001822035,0.00009496316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002809584,"about_ca_system_score_gemma":0.003884977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08002887,"about_ca_topic_score_gemma":0.312371,"domain_scores_codex":[0.9925796,0.0004373931,0.002290372,0.0008522329,0.002624058,0.001216367],"domain_scores_gemma":[0.9952853,0.0006740637,0.00101577,0.000807774,0.001082465,0.001134586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007122593,0.0006854525,0.7703223,0.008430372,0.007319214,0.002304623,0.01417829,0.001461008,0.005450631,0.003672775,0.1009239,0.0781288],"study_design_scores_gemma":[0.005515568,0.001091359,0.179722,0.01548321,0.002944343,0.0008085323,0.0009612923,0.0003837947,0.01237321,0.00136962,0.7772657,0.00208149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837552,0.1063708,0.0003203772,0.0312119,0.02075856,0.0006012174,0.0003054891,0.0002435861,0.002636096],"genre_scores_gemma":[0.9522098,0.02226244,0.0002998718,0.004252861,0.009618573,0.0001624606,0.00002193493,0.0002565066,0.01091555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6763417,"threshold_uncertainty_score":0.9995353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05979399256686285,"score_gpt":0.3813200726701589,"score_spread":0.321526080103296,"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."}}