{"id":"W1998354644","doi":"10.1007/s00268-009-0150-z","title":"Breast Cancer Care in Developing Countries","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Developing country; Excellence; Health care; Public health; Cancer; Disease; Developed country; Incidence (geometry); Family medicine; Global health; Economic growth; Nursing; Population; Environmental health; Internal medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003437227,0.00008423612,0.0003588092,0.0003779498,0.00003371325,0.00001809962,0.00005262436,0.00002769978,0.0001162956],"category_scores_gemma":[0.00002683196,0.00006830577,0.0001099157,0.0004206161,0.0000223218,0.0001934702,0.000006588037,0.0001946247,0.000003227471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003560781,"about_ca_system_score_gemma":0.0007519149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007442386,"about_ca_topic_score_gemma":0.0002716325,"domain_scores_codex":[0.9989532,0.00001924168,0.0004237383,0.00007322952,0.0003286296,0.0002020142],"domain_scores_gemma":[0.9992679,0.00007554723,0.0001881726,0.00006539105,0.0003141653,0.00008885827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006752118,0.00001327591,0.9189241,0.00004660922,0.00002330149,0.0009779453,0.0003630915,0.00004370881,0.00005047281,0.0002240617,0.01066296,0.0679953],"study_design_scores_gemma":[0.0003588157,0.00002509383,0.9422525,0.002638563,0.00002773401,0.001088048,0.0003324554,0.000001995357,0.0002842911,0.00005174282,0.05284607,0.00009265546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516033,0.01952199,0.00003817787,0.02626027,0.000503929,0.0000569261,0.000004923891,0.00001082822,0.001999642],"genre_scores_gemma":[0.9920304,0.002438885,0.000324904,0.004677668,0.0004061516,6.540855e-7,8.779216e-7,0.000005303375,0.0001151789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06790265,"threshold_uncertainty_score":0.2785428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285301632107418,"score_gpt":0.3368046569467003,"score_spread":0.2739516406256262,"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."}}