{"id":"W4395665713","doi":"10.1002/pbc.31020","title":"Stage at diagnosis and survival by stage for the leading childhood cancers in Rwanda","year":2024,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Bloomberg Philanthropies; Vital Strategies; World Health Organization","keywords":"Medicine; Stage (stratigraphy); Oncology; Childhood cancer; Overall survival; Internal medicine; Pediatrics; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008344019,0.0002100845,0.0001874128,0.0009732813,0.0002312721,0.0003629056,0.0002621486,0.0001618148,0.0009997531],"category_scores_gemma":[0.003499642,0.0001885382,0.000436751,0.00105758,0.0002132957,0.0003136801,0.0005019145,0.0004150979,0.000138705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007340187,"about_ca_system_score_gemma":0.0007402964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03330501,"about_ca_topic_score_gemma":0.05279775,"domain_scores_codex":[0.99938,0.0002141149,0.00005418031,0.0001154519,0.00008254753,0.0001536674],"domain_scores_gemma":[0.9978127,0.0004167365,0.001306124,0.00009803261,0.0001970335,0.000169308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004177483,0.000003481682,0.9985059,0.00001328633,0.00001715163,0.00002365817,0.00005482925,0.0000377832,0.00003253191,0.00001795831,0.000214298,0.001037418],"study_design_scores_gemma":[0.000004087281,0.00003630312,0.9989424,0.00003511868,0.0000351856,0.0001737819,0.0001701728,0.0001038179,0.00004623344,0.00002051988,0.0004296661,0.00000270091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951578,0.001707237,0.0001168824,0.0001399535,0.00002134172,0.00001482279,0.002309057,0.000005048263,0.0005278875],"genre_scores_gemma":[0.9979613,0.0006785129,0.00009557749,0.00001714872,0.000008500703,0.00001672832,0.001066155,0.000002566213,0.0001535734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03330501,"threshold_uncertainty_score":0.06622231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838212303704587,"score_gpt":0.3123032985621678,"score_spread":0.2939211755251219,"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."}}