{"id":"W2598635066","doi":"10.1002/pbc.26528","title":"International evolution in AYA oncology: Current status and future expectations","year":2017,"lang":"en","type":"review","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Multidisciplinary approach; Software deployment; Health care; Population; Family medicine; Developing country; High income countries; Young adult; Pediatric oncology; Economic growth; Medical education; Environmental health; Gerontology; Cancer; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0003410144,0.0004524501,0.001701436,0.0006710882,0.0001239244,0.00005537411,0.0002888186,0.0004165287,0.0002130574],"category_scores_gemma":[0.000212391,0.000414242,0.0003204736,0.0003543489,0.00008301345,0.0001660135,0.0001574369,0.001095862,0.00003220753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008958001,"about_ca_system_score_gemma":0.003364559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000810649,"about_ca_topic_score_gemma":0.001029314,"domain_scores_codex":[0.9971383,0.0001886673,0.000934214,0.0007201486,0.0005616074,0.0004570811],"domain_scores_gemma":[0.9979019,0.0001912106,0.0009316528,0.0005201204,0.0001646327,0.000290475],"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":[0.00002547736,0.0003885464,0.01040219,0.0120709,0.0002660153,0.00002215531,0.0009366155,1.734755e-7,2.03079e-8,0.00009271493,0.002563188,0.973232],"study_design_scores_gemma":[0.001710507,0.00009465718,0.007401396,0.00318278,0.003475775,0.00004185989,0.0001674542,0.000001463583,3.12346e-8,0.00003205089,0.9835321,0.00035998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003504016,0.9904298,0.000005072448,0.001161511,0.005274035,0.001043506,0.000362822,0.0000608818,0.001312008],"genre_scores_gemma":[0.0001410993,0.9799263,0.0001598526,0.00006357846,0.01857331,0.0006312493,0.0002904693,0.0000607603,0.0001533502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9809688,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07358396629962931,"score_gpt":0.439507005334104,"score_spread":0.3659230390344747,"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."}}