{"id":"W1508250292","doi":"10.3109/0284186x.2015.1054950","title":"Variations in adjuvant chemotherapy and survival in women with epithelial ovarian cancer – a population-based study","year":2015,"lang":"en","type":"article","venue":"Acta Oncologica","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; Rio Tinto; Conquer Cancer Foundation; Cancer Australia; QIMR Berghofer Medical Research Institute; National Health and Medical Research Council","keywords":"Medicine; Hazard ratio; Carboplatin; Proportional hazards model; Chemotherapy; Internal medicine; Confidence interval; Oncology; Stage (stratigraphy); Ovarian cancer; Epithelial ovarian cancer; Cohort; Population; Cancer; Gynecology; Cisplatin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008014464,0.0001368522,0.0002732477,0.0004385311,0.000304359,0.0004207168,0.0003593916,0.0003788916,0.0009350794],"category_scores_gemma":[0.003179437,0.0002386088,0.0004042602,0.001122202,0.0002575424,0.0003456303,0.0004105103,0.0004979107,0.0001418637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999435,"about_ca_system_score_gemma":0.0003415231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130975,"about_ca_topic_score_gemma":0.01213543,"domain_scores_codex":[0.9994065,0.0001921628,0.00006559732,0.0001577043,0.0001022005,0.0000757912],"domain_scores_gemma":[0.9982088,0.0002998102,0.0009630088,0.0001795201,0.0001578511,0.0001909619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004436179,0.00001557434,0.9991586,0.000005819633,0.00004508717,0.00002422127,0.00006268976,0.00002221829,0.00006575113,0.000006975126,0.00003359924,0.0005151685],"study_design_scores_gemma":[0.000002114784,0.00003209407,0.9996576,0.000002185592,0.00001644377,0.00006241084,0.00005577979,0.00007102654,0.000008609317,0.00001050156,0.00008002959,0.00000116652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991305,0.0002418653,0.00005804358,0.00005382368,0.000004145859,0.000009218867,0.0002251562,0.000001865283,0.0002752336],"genre_scores_gemma":[0.9996756,0.00006694614,0.00003775829,0.00002093911,0.00000458098,0.000006381101,0.0001330977,8.376412e-7,0.00005385248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0130975,"threshold_uncertainty_score":0.02604252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325361560438226,"score_gpt":0.3187770218496531,"score_spread":0.2855234062452708,"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."}}