{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002148464,0.0004642796,0.002109849,0.0002477446,0.0000443547,0.000006003248,0.0001320666,0.0002478125,0.0004586111],"category_scores_gemma":[0.00001845644,0.0003824874,0.0001829455,0.0002121318,0.0001481564,0.00001549663,0.0002199783,0.0003898151,0.000002338447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009769439,"about_ca_system_score_gemma":0.0005494751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006991382,"about_ca_topic_score_gemma":0.00005866402,"domain_scores_codex":[0.9978203,0.0001935828,0.0006494019,0.0008190213,0.0001410096,0.0003767014],"domain_scores_gemma":[0.99894,0.0001356976,0.0004370008,0.0003408937,0.00001504797,0.0001313766],"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":[0.00007569505,0.0002328724,0.001710468,0.02123381,0.0008323644,0.0007113099,0.0001594935,0.000003539871,0.001502672,0.0006447948,0.00007376793,0.9728192],"study_design_scores_gemma":[0.002044928,0.0007567973,0.0001681011,0.02707094,0.002551005,0.0005581437,0.00005087359,0.000007783407,0.001731124,0.000068126,0.9645245,0.0004676658],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01138232,0.9853706,0.000001108073,0.0001970335,0.0005090168,0.00153767,0.0008007211,0.00001026337,0.0001912097],"genre_scores_gemma":[0.01119688,0.9864436,0.00005282618,0.0001346903,0.0001374916,0.001787199,0.0001119377,0.00006468709,0.00007071106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9723516,"threshold_uncertainty_score":0.9998627,"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."}}