{"id":"W4223430921","doi":"10.1016/j.semcancer.2022.03.027","title":"Molecular, cellular and systemic aspects of epithelial ovarian cancer and its tumor microenvironment","year":2022,"lang":"en","type":"review","venue":"Seminars in Cancer Biology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"Radiumhemmets Forskningsfonder; Cancerfonden; Vetenskapsrådet; Kreftforeningen","keywords":"Debulking; Ovarian cancer; Tumor microenvironment; Medicine; Disease; Cancer; Chemotherapy; Oncology; Cancer research; 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":[0.0002241566,0.0004849105,0.0007016423,0.001065732,0.000195172,0.0007856502,0.0003799526,0.0005491821,0.001695271],"category_scores_gemma":[0.0002200402,0.0001362668,0.0002788454,0.001024149,0.0003519504,0.0006891234,0.0004593926,0.001021368,0.0008996298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047027,"about_ca_system_score_gemma":0.0006309905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007738401,"about_ca_topic_score_gemma":0.00113799,"domain_scores_codex":[0.9999244,0.00001279093,0.00000852856,0.00001286143,0.00003053595,0.00001084122],"domain_scores_gemma":[0.9999207,0.00002918216,0.00001324232,0.000003167215,0.00002314747,0.00001054244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008926407,0.00006526427,0.000328924,0.01516732,0.00006915774,0.0003478498,0.00009238774,0.0004429005,0.01040648,0.005196325,0.02210849,0.9456856],"study_design_scores_gemma":[0.00001134658,0.0001043501,0.001655979,0.001750264,0.00009171831,0.001974241,0.00007584284,0.0001027379,0.002470526,0.002111742,0.9896331,0.00001810224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002272596,0.9983965,0.0001214174,0.0002060255,0.0001334154,0.00000354528,0.00002076332,0.000005350902,0.0008857089],"genre_scores_gemma":[0.001352704,0.9976519,0.0001243828,0.0001004293,0.0001390414,0.00000558513,0.00003152186,8.729566e-7,0.0005935452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001695271,"threshold_uncertainty_score":0.005671263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567928394193521,"score_gpt":0.3132852894982985,"score_spread":0.2876060055563633,"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."}}