{"id":"W7113905652","doi":"10.1158/1557-3265.earlyonsetca25-a008","title":"Abstract A008: Psychosocial Survivorship Gaps in Early-Onset Cancers: Opportunities for Digital Health Research","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Survivorship curve; Intervention (counseling); Pace; Cancer survivorship; Focus group; Scope (computer science); Health care; Participatory action research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01612204,0.0004653781,0.0007263577,0.001764701,0.002205501,0.007075162,0.001616924,0.00256747,0.02619019],"category_scores_gemma":[0.0330637,0.0002594497,0.001170671,0.001941027,0.002724234,0.01242519,0.005734932,0.004212318,0.002144393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026855,"about_ca_system_score_gemma":0.01358263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726904,"about_ca_topic_score_gemma":0.003084091,"domain_scores_codex":[0.9952873,0.003260549,0.0001942886,0.0002081625,0.0006453457,0.0004043507],"domain_scores_gemma":[0.9331744,0.04816069,0.002045417,0.002218354,0.007894358,0.006506708],"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":[0.0002929702,0.001019631,0.009057126,0.00884275,0.00009656406,0.0003715075,0.01264897,0.0003757959,0.0007975377,0.05236464,0.09260606,0.8215265],"study_design_scores_gemma":[0.0002331224,0.002227707,0.02540655,0.0519996,0.0003868714,0.001203207,0.131223,0.001647616,0.002643033,0.110482,0.6724039,0.0001433998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0866108,0.1360125,0.02824045,0.6274314,0.01040319,0.002697095,0.001892498,0.0007923238,0.1059198],"genre_scores_gemma":[0.6507971,0.1904129,0.06626096,0.06233461,0.004308799,0.004240195,0.001692555,0.0002454888,0.01970753],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02619019,"threshold_uncertainty_score":0.08761489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5751743848689548,"score_gpt":0.6007769247431088,"score_spread":0.02560253987415406,"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."}}