{"id":"W4416018926","doi":"10.1016/j.ijgc.2025.102217","title":"PRIORITIES OF WOMEN WITH OVARIAN CANCER: THE EVERY WOMAN STUDY LOW- AND MIDDLE-INCOME EDITION COHORT","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ovarian Cancer Canada","funders":"National Cancer Institute; Chittaranjan National Cancer Institute; James Cook University; Mansoura University; Universidad Nacional de Colombia; Instituto Nacional de Cancerología","keywords":"Cohort; Cohort study; MEDLINE; Ovarian cancer","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":[0.000415473,0.0003645072,0.0005569002,0.0008775448,0.001356742,0.001158219,0.0007204294,0.0007511883,0.002067892],"category_scores_gemma":[0.001326722,0.0005431758,0.000817747,0.001813227,0.0002004725,0.0007168606,0.001474213,0.001381738,0.0003721848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000624345,"about_ca_system_score_gemma":0.0009976024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08522554,"about_ca_topic_score_gemma":0.1047316,"domain_scores_codex":[0.999574,0.00009835092,0.00003179823,0.00007400019,0.0000518179,0.0001699732],"domain_scores_gemma":[0.9993709,0.0000301333,0.0001868875,0.00004472763,0.00007453186,0.0002927515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001672798,0.00009173353,0.9971837,0.00001209557,0.00009870945,0.0001161221,0.0002873128,0.00002543518,0.0001778776,0.00005300302,0.000962181,0.0008244948],"study_design_scores_gemma":[0.00001735332,0.00004565949,0.9978821,0.000009041815,0.00004932709,0.00007453042,0.001279483,0.00006230778,0.00002807794,0.0000402455,0.0005035425,0.00000822187],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928139,0.0003186671,0.00007590304,0.0004959992,0.00003929582,0.00003934558,0.005097989,0.000005532133,0.001113295],"genre_scores_gemma":[0.9947072,0.0002398674,0.00009699398,0.0002056955,0.00002362235,0.00008278638,0.003055097,0.000006561404,0.001582333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08522554,"threshold_uncertainty_score":0.169459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488851034737431,"score_gpt":0.3118197924135143,"score_spread":0.29693128206614,"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."}}