{"id":"W4416018903","doi":"10.1016/j.ijgc.2025.102165","title":"VARIATIONS IN EMOTIONAL SUPPORT NEEDS AND PROVISION OF CARE FOR WOMEN WITH OVARIAN CANCER IN THE EVERY WOMAN STUDY LOW- AND MIDDLE-INCOME COHORT","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ovarian Cancer Canada","funders":"","keywords":"Emotional support; Ovarian cancer; Cohort; Social support; Cohort study; MEDLINE","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":[0.0003571611,0.0001908614,0.0003437498,0.0006456203,0.0007348963,0.000805421,0.000503589,0.0004957904,0.002050275],"category_scores_gemma":[0.001840189,0.0002738806,0.0006038828,0.001103,0.0002850651,0.0005010083,0.0008598746,0.0007077351,0.0001785624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000495509,"about_ca_system_score_gemma":0.0004799759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03755888,"about_ca_topic_score_gemma":0.04965715,"domain_scores_codex":[0.9995946,0.00008577899,0.00003761582,0.00008876547,0.00004633294,0.0001468632],"domain_scores_gemma":[0.999206,0.0001051971,0.0002980507,0.00005260265,0.00007977645,0.0002584388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008202546,0.00002579562,0.9986513,0.000004676137,0.00006510902,0.00004946006,0.0003234948,0.00001373541,0.0001682506,0.00002126675,0.000109753,0.0004851614],"study_design_scores_gemma":[0.000002502306,0.0000213857,0.9989426,0.000002823999,0.00001422968,0.00003741307,0.0008367424,0.00003317428,0.00001197017,0.0000106549,0.00008370581,0.000002761024],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990707,0.00009641746,0.00002450126,0.00008564888,0.000006528746,0.000004941267,0.000415659,0.000001513058,0.0002940613],"genre_scores_gemma":[0.9994619,0.00003887292,0.00001787754,0.00002915392,0.000003894703,0.000006389613,0.0002411274,0.000001760634,0.0001989516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03755888,"threshold_uncertainty_score":0.07468051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621430692929048,"score_gpt":0.3267679970053968,"score_spread":0.3105536900761063,"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."}}