{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009912097,0.00009722583,0.0004547737,0.00005868118,0.00001879382,0.000004172137,0.00006510781,0.0001492282,0.0008010396],"category_scores_gemma":[0.00001471935,0.00008715126,0.00006818451,0.0001199903,0.0001013448,0.00002553881,0.00003803,0.00006463806,0.00003450672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076778,"about_ca_system_score_gemma":0.001265018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007264642,"about_ca_topic_score_gemma":0.006330318,"domain_scores_codex":[0.999238,0.00003115906,0.0002851566,0.0002002075,0.00005602941,0.0001895221],"domain_scores_gemma":[0.9995949,0.00006598882,0.00008422682,0.0001584231,0.0000507306,0.00004574483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003004959,0.0002956244,0.9159787,0.00008446211,0.0002423328,0.00008332478,0.0001638115,0.00009669853,0.00002567944,0.0412792,0.01266891,0.0287808],"study_design_scores_gemma":[0.005084043,0.0003084732,0.6826118,0.0001203383,0.0001879765,0.000008551721,0.0001800575,0.00005690856,0.0001617363,0.001160723,0.310051,0.00006841381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766183,0.003043999,0.00001490414,0.06380618,0.0009346245,0.0004663042,0.0001399863,0.00002324006,0.05495249],"genre_scores_gemma":[0.9964947,0.0007398393,0.0002094656,0.001823055,0.0001179792,0.00009631777,0.000006803217,0.000004172677,0.000507682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2973821,"threshold_uncertainty_score":0.9993461,"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."}}