{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117236,0.0001073927,0.0002914156,0.00004043535,0.0001454043,0.000004320657,0.00007933721,0.0001127588,0.0001599239],"category_scores_gemma":[0.0000300947,0.00008931235,0.00004211956,0.0002678022,0.0001114933,0.00005040377,0.00001218917,0.0001412705,0.00000772249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007994476,"about_ca_system_score_gemma":0.001959687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001950657,"about_ca_topic_score_gemma":0.000830678,"domain_scores_codex":[0.9990643,0.0000611272,0.000206198,0.0002584858,0.00009840981,0.0003115126],"domain_scores_gemma":[0.9993752,0.00002758685,0.00006104534,0.0002703356,0.00005950362,0.0002063541],"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":[0.002281975,0.0006130415,0.2264634,0.001558754,0.0001644389,0.0000864222,0.003012418,0.000138308,0.00003517165,0.01779916,0.1194669,0.62838],"study_design_scores_gemma":[0.005734037,0.001511089,0.0833625,0.0003398316,0.00005092067,0.00004070572,0.003755056,0.000173011,0.0000720515,0.001190518,0.9035753,0.0001950017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.155202,0.1840376,0.009606305,0.2713666,0.01519815,0.006308865,0.0001913984,0.001358171,0.356731],"genre_scores_gemma":[0.9654048,0.003362099,0.008269807,0.01978911,0.0005920611,0.0001600121,0.00003267473,0.00001596812,0.002373433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8102028,"threshold_uncertainty_score":0.3642052,"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."}}