{"id":"W4385443610","doi":"10.1016/s1470-2045(23)00346-7","title":"Establishing a Lancet Oncology Commission on the humanitarian crisis of cancer","year":2023,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Scopus; Political science; Commission; Biomedicine; Cancer; Medicine; Legislation; Humanitarian crisis; MEDLINE; Law; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004229117,0.0001619659,0.0008261121,0.00009030296,0.00170737,0.000006350503,0.0007090162,0.0002832225,0.0007173456],"category_scores_gemma":[0.001013799,0.00008436356,0.00006542012,0.0004726609,0.0001896397,0.00004144231,0.0003775674,0.001413892,0.0004636749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634702,"about_ca_system_score_gemma":0.0008200312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004861307,"about_ca_topic_score_gemma":0.005658573,"domain_scores_codex":[0.9959323,0.002090756,0.0005631172,0.0002398461,0.0002243494,0.0009496268],"domain_scores_gemma":[0.9922313,0.006446812,0.0004083887,0.0006489294,0.0001651899,0.00009935137],"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":[0.0005376828,0.00006861462,0.008977597,0.0002203579,0.00008242027,0.00001497062,0.05605865,0.00002085331,0.0001606695,0.03308656,0.8910101,0.009761509],"study_design_scores_gemma":[0.001134517,0.0003775744,0.03670828,0.0001189967,0.00003333173,8.015292e-7,0.01660371,0.00007193741,0.00001807938,0.00152866,0.9433208,0.00008329277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1967316,0.0003978252,0.000008966989,0.6634057,0.00193287,0.0008519374,0.00008266724,0.0001880172,0.1364004],"genre_scores_gemma":[0.8604289,0.003319447,0.00007669957,0.1246717,0.005433479,0.001373787,0.00002131628,0.00004574318,0.004629007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6636972,"threshold_uncertainty_score":0.9995922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3632203274188722,"score_gpt":0.550406581883935,"score_spread":0.1871862544650628,"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."}}