{"id":"W2164437838","doi":"10.1016/s1470-2045(15)00222-3","title":"Expanding global access to radiotherapy","year":2015,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1085,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Princess Margaret Cancer Centre; University of Toronto; Queen's University; University Health Network","funders":"World Health Organization","keywords":"Radiation therapy; Low and middle income countries; Middle income; Developed country; Developing country; Medicine; Business; Economic growth; Economics; Environmental health; Demographic economics; Surgery; Population","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":[0.001105178,0.0008131937,0.001252735,0.002090425,0.0002745039,0.001345461,0.0007167008,0.00152613,0.01384041],"category_scores_gemma":[0.002436384,0.000292456,0.0005921436,0.002454098,0.0007674576,0.002535165,0.001827812,0.00231843,0.002398748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501224,"about_ca_system_score_gemma":0.002385078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206998,"about_ca_topic_score_gemma":0.005993227,"domain_scores_codex":[0.9996129,0.0001110588,0.00004607579,0.00004520284,0.0001247291,0.00006006391],"domain_scores_gemma":[0.9991168,0.0004900163,0.0001515524,0.00002279327,0.0001377312,0.00008114166],"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":[0.00006850615,0.00002549854,0.0001862915,0.0203413,0.00009076887,0.0001186819,0.00007045255,0.0003769349,0.000386639,0.008182505,0.08853053,0.8816218],"study_design_scores_gemma":[0.00002503855,0.00002841881,0.0005202968,0.007717678,0.00008572773,0.0004112555,0.00007052356,0.00005088111,0.00008030397,0.003074763,0.9879246,0.00001048906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004728938,0.996394,0.00006781156,0.001390755,0.0003762973,0.000002570153,0.00002148114,0.000006206674,0.001693586],"genre_scores_gemma":[0.0007006713,0.9968939,0.00009385979,0.001188721,0.0005219226,0.000003641922,0.0000289329,0.000002160887,0.0005661852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01384041,"threshold_uncertainty_score":0.04630077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.20159668286846,"score_gpt":0.5736985221372256,"score_spread":0.3721018392687656,"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."}}