{"id":"W4407762450","doi":"10.1200/go-24-00313","title":"Socioeconomic Burden of Ovarian Cancer in 11 Countries","year":2025,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ovarian Cancer Canada","funders":"World Health Organization","keywords":"Socioeconomic status; Ovarian cancer; Medicine; Cancer; Oncology; Gynecology; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00142118,0.0004778481,0.0003249714,0.002293364,0.0003812563,0.0009144425,0.0002830618,0.0002505169,0.001782968],"category_scores_gemma":[0.003413802,0.0001742438,0.0009839545,0.004142505,0.0003040585,0.000527757,0.001770913,0.0003852065,0.0001504081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152767,"about_ca_system_score_gemma":0.001392436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02538617,"about_ca_topic_score_gemma":0.01552496,"domain_scores_codex":[0.9990425,0.000427252,0.0001377163,0.00009427259,0.0001808826,0.0001174643],"domain_scores_gemma":[0.9987904,0.0002118674,0.0006114774,0.00005383262,0.0002196644,0.0001126568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001046844,0.00003801669,0.9336141,0.001138063,0.001361816,0.0003646027,0.0004858248,0.004642779,0.0000964813,0.002088122,0.009527395,0.04653801],"study_design_scores_gemma":[0.00004874358,0.0001044731,0.9628074,0.001776247,0.0006888335,0.0005458944,0.00197928,0.002434124,0.0001370934,0.001025332,0.02841838,0.00003407208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920736,0.02928018,0.002438798,0.004884362,0.0001820552,0.0002507727,0.05041263,0.00007974121,0.02039789],"genre_scores_gemma":[0.9772309,0.01006181,0.001345789,0.0003567729,0.00004990901,0.000165517,0.01040327,0.000008098216,0.0003779331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02538617,"threshold_uncertainty_score":0.05047679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091737459748868,"score_gpt":0.3486845709074511,"score_spread":0.3377671963099624,"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."}}