{"id":"W2304478594","doi":"10.1056/nejm-jw.na40598","title":"Outcomes Improving for Survivors of Childhood Cancer","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Childhood cancer; Pediatric cancer; Radiation therapy; Pediatrics; Late effect; Demography; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009644605,0.000189289,0.0006340648,0.00009247369,0.0001123503,0.00001804519,0.0001824974,0.0001000355,0.0002635261],"category_scores_gemma":[0.0006999398,0.0001094785,0.0003942465,0.0001162704,0.00006193873,0.0001693155,0.00004364257,0.0002087664,0.000008407332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136668,"about_ca_system_score_gemma":0.0003829364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006333219,"about_ca_topic_score_gemma":0.0005149388,"domain_scores_codex":[0.9980947,0.00005992865,0.0007267497,0.0002166111,0.0005240399,0.0003779313],"domain_scores_gemma":[0.9982379,0.0004019183,0.0004655841,0.0002981694,0.0003321175,0.0002643206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000479612,0.000551892,0.8452754,0.0004101941,0.0007695751,0.00001530852,0.003654381,0.00000298301,0.01981535,0.0001701584,0.01775071,0.1111044],"study_design_scores_gemma":[0.01200951,0.0009937321,0.922956,0.001447001,0.0004540494,0.0002679179,0.0007444567,0.00001163694,0.0303538,0.002565747,0.02769111,0.0005050795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892167,0.0004916395,0.002413314,0.1031354,0.001148658,0.0003867538,0.00006513908,0.00003603996,0.0001559857],"genre_scores_gemma":[0.9914758,0.000598832,0.002098853,0.001419461,0.001147658,0.0000249212,0.000001852607,0.00005408897,0.003178534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105994,"threshold_uncertainty_score":0.4464403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706392483077264,"score_gpt":0.3349266178694102,"score_spread":0.3078626930386376,"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."}}