{"id":"W4401903393","doi":"10.1097/ncc.0000000000001405","title":"Childhood Brain Tumor Survivors—A Vulnerable Group That May Be Inadvertently Overlooked","year":2024,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Lawrence College","funders":"","keywords":"Medicine; Psychoanalysis; Gerontology; Psychology","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":[0.0009499461,0.000498565,0.0007788293,0.0002947387,0.0003263159,0.0002098542,0.0002675205,0.0001701909,0.0009411423],"category_scores_gemma":[0.0001750508,0.0004868039,0.0003469902,0.0007201625,0.0002480785,0.000443725,0.00005715215,0.0009966086,0.00007981127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055835,"about_ca_system_score_gemma":0.0006261608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004876176,"about_ca_topic_score_gemma":0.0009195702,"domain_scores_codex":[0.9963548,0.0002596652,0.0005552959,0.0009929774,0.0009453688,0.0008918531],"domain_scores_gemma":[0.9981981,0.0004081709,0.0001282972,0.0007141227,0.00008034087,0.000470999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00116482,0.002278293,0.05863947,0.004796309,0.001942747,0.001347056,0.07278958,0.00008572649,0.01041258,0.009497221,0.5567844,0.2802618],"study_design_scores_gemma":[0.008170618,0.001088775,0.2314872,0.03103631,0.001457479,0.0009290272,0.01012232,0.001759686,0.01934616,0.004342016,0.6873981,0.002862307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7932709,0.03822118,0.001673748,0.1313427,0.01256984,0.00157209,0.0001755265,0.001523245,0.01965074],"genre_scores_gemma":[0.9735048,0.0002864985,0.0004424083,0.01941448,0.001986861,0.0001050655,0.000102058,0.0001907106,0.00396708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2773995,"threshold_uncertainty_score":0.9999721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277169935304096,"score_gpt":0.3300622817765452,"score_spread":0.2972905824235042,"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."}}