{"id":"W4285741645","doi":"10.3389/fendo.2022.886533","title":"The Transcoelomic Ecosystem and Epithelial Ovarian Cancer Dissemination","year":2022,"lang":"en","type":"review","venue":"Frontiers in Endocrinology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Ovarian Cancer Canada","keywords":"Ovarian cancer; Debulking; Medicine; Metastasis; Cancer research; Tumor microenvironment; Primary tumor; Peritoneal cavity; Cancer; Oncology; Pathology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002619922,0.0004503901,0.0006404482,0.0008993491,0.0003043323,0.001419362,0.0003909158,0.0009316622,0.001458734],"category_scores_gemma":[0.0003683187,0.0001480732,0.0003655376,0.0008694134,0.0005779328,0.001273367,0.0006697985,0.001084365,0.000566776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007597238,"about_ca_system_score_gemma":0.000787589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009325303,"about_ca_topic_score_gemma":0.0009508586,"domain_scores_codex":[0.999778,0.0000452059,0.00002054436,0.00004675209,0.00006643906,0.00004318154],"domain_scores_gemma":[0.9998869,0.00003399232,0.00002278546,0.000003438118,0.00003392447,0.00001899659],"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":[0.0002245955,0.00008920969,0.002048073,0.02347113,0.0001145683,0.003050439,0.0009928261,0.00111881,0.04472341,0.03974545,0.04561105,0.8388104],"study_design_scores_gemma":[0.000009827617,0.0001358371,0.002601625,0.001117204,0.00007131884,0.004203649,0.000369027,0.0002317875,0.006709457,0.003877296,0.9806465,0.00002642779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001882307,0.9931659,0.0006745735,0.0007082645,0.0008113852,0.0000102115,0.00002833282,0.00001929821,0.002699726],"genre_scores_gemma":[0.0119549,0.9841104,0.0003107274,0.0003910395,0.000707373,0.00001459661,0.00005857881,0.000005091733,0.002447322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001458734,"threshold_uncertainty_score":0.005512178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522551279085997,"score_gpt":0.3311060199643059,"score_spread":0.3058805071734459,"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."}}