{"id":"W3133211858","doi":"10.1111/ajco.13544","title":"Australia and New Zealand's responsibilities in improving oncology services in the Asia‐Pacific: A call to action","year":2021,"lang":"en","type":"review","venue":"Asia-Pacific Journal of Clinical Oncology","topic":"Global Health and Surgery","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Call to action; Capacity building; Health care; Government (linguistics); Leverage (statistics); Public relations; Political science; Asia pacific; Business; Medicine; Marketing","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":[0.03153173,0.00117203,0.001696506,0.00141444,0.004978867,0.007900307,0.004124484,0.01744434,0.0137299],"category_scores_gemma":[0.04245086,0.001031725,0.003039843,0.0018121,0.008043408,0.01389565,0.01581825,0.01907145,0.001790164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01347413,"about_ca_system_score_gemma":0.1342666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2249957,"about_ca_topic_score_gemma":0.2154469,"domain_scores_codex":[0.9831063,0.006551079,0.001520713,0.001116149,0.004030952,0.003674875],"domain_scores_gemma":[0.9221703,0.01183665,0.004197629,0.002354852,0.01668668,0.04275387],"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":[0.0001711166,0.0002575542,0.008430698,0.006119198,0.0002608199,0.001514671,0.01300575,0.0007087933,0.00152454,0.01966676,0.7832115,0.1651286],"study_design_scores_gemma":[0.0001183676,0.0002414258,0.0198565,0.004324186,0.0001212799,0.0007015089,0.01657527,0.0004517187,0.0003180051,0.008052015,0.9490815,0.000158167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002776035,0.02154322,0.0009771215,0.9586565,0.009661831,0.0001213826,0.0001257983,0.0001211201,0.006016995],"genre_scores_gemma":[0.1343715,0.1014428,0.03561053,0.6882164,0.008338326,0.00106609,0.0006088987,0.0003386033,0.0300069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2249957,"threshold_uncertainty_score":0.4473721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2698710805304125,"score_gpt":0.5416084245857075,"score_spread":0.2717373440552949,"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."}}