{"id":"W4416433992","doi":"10.1016/j.lanwpc.2025.101749","title":"Cancer survivorship in the Western Pacific: from differences to shared-goals and from challenges to opportunities","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Western Pacific","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Survivorship curve; Cancer survivorship; Health care; Population; Quarter (Canadian coin); Workforce; Cancer; Focus group","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005352872,0.0002288647,0.0004127492,0.0006953832,0.005659581,0.005400905,0.001103945,0.0007521868,0.002940066],"category_scores_gemma":[0.01008962,0.0002909409,0.0003321002,0.001380037,0.007127487,0.006308055,0.01171629,0.004113686,0.0002643437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003554284,"about_ca_system_score_gemma":0.01702026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05172502,"about_ca_topic_score_gemma":0.1055509,"domain_scores_codex":[0.9957391,0.002387639,0.0001919846,0.0002530926,0.0007184213,0.0007098531],"domain_scores_gemma":[0.9964329,0.0006289959,0.0003854727,0.000188155,0.0004709379,0.001893528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001214872,0.0001769405,0.1143479,0.001209288,0.0001685582,0.001938712,0.5367394,0.0002370406,0.0004224774,0.043345,0.03572631,0.2655669],"study_design_scores_gemma":[0.00001739432,0.0001433302,0.08140904,0.002422487,0.00006854008,0.001341386,0.764906,0.0001881994,0.0001539395,0.02680016,0.1224695,0.00008005204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5783972,0.02857855,0.00230006,0.2905457,0.001782524,0.0001585084,0.000287176,0.00006802229,0.09788232],"genre_scores_gemma":[0.9704851,0.01474333,0.001349135,0.008970966,0.0001441068,0.0001031839,0.0001169877,0.00004190084,0.004045296],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05172502,"threshold_uncertainty_score":0.1028479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2238036220327251,"score_gpt":0.3764577985854001,"score_spread":0.152654176552675,"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."}}