{"id":"W4408672642","doi":"10.1038/s41390-025-04002-3","title":"Family reflections: psychosocial care in childhood cancer survivorship from a long-term survivor and parent","year":2025,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Psychosocial; Survivorship curve; Childhood cancer; Cancer survivorship; Cancer survivor; Psychology; Cancer; Medicine; Gerontology; Psychotherapist","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":[0.002314445,0.0001568114,0.000266785,0.0007508148,0.0009605486,0.0002431748,0.0005497416,0.0002703938,0.0001597512],"category_scores_gemma":[0.0008615791,0.0001649886,0.00006167869,0.003289963,0.0003190841,0.0002002118,0.0002064594,0.0007693616,0.0000291485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006036577,"about_ca_system_score_gemma":0.001773836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3109854,"about_ca_topic_score_gemma":0.5372658,"domain_scores_codex":[0.995634,0.001402601,0.0003506693,0.0006316433,0.001127093,0.0008539855],"domain_scores_gemma":[0.9977735,0.001277685,0.00005604543,0.0003048361,0.0003974082,0.0001905321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004373087,0.0001093279,0.965573,0.00005279361,0.00001456037,0.00001144928,0.02010606,0.00000132636,0.000005530105,0.0005313586,0.001784721,0.01176613],"study_design_scores_gemma":[0.0004833473,0.00002569984,0.9813083,0.0000416006,0.00001657336,5.811231e-8,0.0133079,0.000001168682,0.000004058199,0.002178383,0.002466354,0.0001664943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590461,0.01585288,0.00001119551,0.001456616,0.001607601,0.0007501068,0.00007867636,0.00006519689,0.02113166],"genre_scores_gemma":[0.9806558,0.01649088,0.00003724987,0.00009530008,0.001376203,0.0003838628,0.00002460329,0.00001858903,0.0009175101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2262804,"threshold_uncertainty_score":0.7387861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104080638439309,"score_gpt":0.4699750580667767,"score_spread":0.3658944196274677,"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."}}