{"id":"W4415474239","doi":"10.1097/spc.0000000000000783","title":"Access to radical and palliative radiotherapy in low- and middle-income countries: challenges, progress, and future directions","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Supportive and Palliative Care","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care South East; Cancer Care Ontario","funders":"","keywords":"Dignity; Palliative care; Radiation therapy; Bridging (networking); MEDLINE","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":[0.003961727,0.00059301,0.002416305,0.001694414,0.000439867,0.002940063,0.001201216,0.001824256,0.006967002],"category_scores_gemma":[0.01453585,0.0003322893,0.001133073,0.002536342,0.001044463,0.00376206,0.001624525,0.002125051,0.0009424664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631435,"about_ca_system_score_gemma":0.008030088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884185,"about_ca_topic_score_gemma":0.005903422,"domain_scores_codex":[0.9983505,0.0006675549,0.0003345013,0.0001839579,0.0003044766,0.0001589712],"domain_scores_gemma":[0.9873311,0.008717787,0.001627893,0.0001587709,0.001694086,0.0004703913],"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":[0.0001175277,0.00003818595,0.001137615,0.1459946,0.000473368,0.0002096835,0.0004415196,0.0005569832,0.0001903932,0.008363155,0.05980795,0.7826691],"study_design_scores_gemma":[0.00004197613,0.0001298555,0.003803276,0.1702946,0.0009587241,0.001208422,0.001478559,0.0002723132,0.0001901247,0.008388831,0.8131763,0.00005705531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008340343,0.9965288,0.0000576862,0.002786927,0.0002555359,0.000003910641,0.00002254616,0.000003529872,0.0002575981],"genre_scores_gemma":[0.001351613,0.9971378,0.0001113071,0.0008380093,0.0004699401,0.00001135936,0.00002536419,0.000001640057,0.00005291739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006967002,"threshold_uncertainty_score":0.02330697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05355582270104265,"score_gpt":0.440745344313952,"score_spread":0.3871895216129094,"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."}}