{"id":"W2914585936","doi":"10.1002/pbc.27660","title":"Understanding, measuring, and addressing the financial impact of cancer on adolescents and young adults","year":2019,"lang":"en","type":"review","venue":"Pediatric Blood & Cancer","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ontario Clinical Oncology Group; McMaster University Medical Centre","funders":"National Cancer Institute; Aflac","keywords":"Medicine; Psychological intervention; Young adult; Finance; Population; Cancer; Adverse effect; Cancer treatment; Intensive care medicine; Gerontology; Environmental health; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002098747,0.00087601,0.00178827,0.003123322,0.0002316328,0.001529116,0.0006672025,0.001408897,0.002859241],"category_scores_gemma":[0.008255259,0.000329406,0.00130774,0.003101253,0.000533235,0.001619781,0.0007179077,0.001392444,0.0003327705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132903,"about_ca_system_score_gemma":0.003091032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00515965,"about_ca_topic_score_gemma":0.007662136,"domain_scores_codex":[0.9993722,0.0002848331,0.00008555421,0.00005900868,0.0001634807,0.00003502927],"domain_scores_gemma":[0.9947302,0.004489451,0.0004040371,0.00004998879,0.0002702039,0.00005610451],"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":[0.00004418605,0.00005643092,0.001598063,0.06069573,0.000704479,0.0000876388,0.0001356944,0.001169329,0.0001047524,0.01094685,0.009784375,0.9146725],"study_design_scores_gemma":[0.00006523268,0.0002473198,0.02399582,0.2104613,0.003047293,0.001512938,0.00103911,0.001407317,0.0005013091,0.02820486,0.72942,0.00009755514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002048816,0.998879,0.00009852673,0.0003576747,0.00004387204,0.000004524598,0.00002339927,0.000001360582,0.0003867783],"genre_scores_gemma":[0.001715034,0.9979805,0.0001199035,0.00005925319,0.00004990009,0.000005849334,0.00001693775,6.044859e-7,0.0000520642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00515965,"threshold_uncertainty_score":0.0110994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2022873973246299,"score_gpt":0.3277611262773901,"score_spread":0.1254737289527602,"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."}}