{"id":"W4412934831","doi":"10.1377/hlthaff.2025.00417","title":"Global Cancer Care: An Unfinished Promise","year":2025,"lang":"en","type":"article","venue":"Health Affairs","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use","funders":"","keywords":"Cancer; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0332314,0.001326792,0.002074073,0.001552177,0.007703484,0.01440481,0.003079724,0.02401708,0.02595637],"category_scores_gemma":[0.03297415,0.0005432956,0.001748143,0.002098443,0.01804818,0.02979,0.009898535,0.0331714,0.005510562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008822027,"about_ca_system_score_gemma":0.03278097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02707153,"about_ca_topic_score_gemma":0.04402201,"domain_scores_codex":[0.9905993,0.003174852,0.0004049401,0.0007186694,0.003160715,0.001941484],"domain_scores_gemma":[0.9542587,0.02098102,0.001133681,0.002275295,0.00771153,0.01363972],"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":[0.0001565083,0.0001182824,0.000868861,0.0008321528,0.00007297828,0.0003002629,0.0008915495,0.0003587205,0.000276661,0.1379872,0.7825786,0.07555823],"study_design_scores_gemma":[0.00007901024,0.00012019,0.00117157,0.001363942,0.00005031084,0.000252228,0.003403621,0.0004820538,0.0001523372,0.08506329,0.907777,0.00008448702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002282236,0.01601919,0.0003197692,0.9728975,0.007321318,0.000006019799,0.000130448,0.00004096661,0.003036578],"genre_scores_gemma":[0.04481883,0.09413806,0.005793585,0.8132719,0.02785187,0.0001109103,0.0004528402,0.000173614,0.01338845],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0332314,"threshold_uncertainty_score":0.1757466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385717297649652,"score_gpt":0.4500880892292061,"score_spread":0.4362309162527095,"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."}}