{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001413764,0.0003153612,0.00134919,0.0002514961,0.0001712986,0.00002154513,0.0001677727,0.0001460033,0.0001499934],"category_scores_gemma":[0.00003135556,0.0002103395,0.0002286562,0.0002123818,0.00008645071,0.00002629431,0.00005816138,0.0004984634,0.000004333569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009200154,"about_ca_system_score_gemma":0.00030859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028989,"about_ca_topic_score_gemma":0.0001557219,"domain_scores_codex":[0.9981784,0.0002452511,0.0004979952,0.0004922401,0.0001471708,0.0004389464],"domain_scores_gemma":[0.9991109,0.0002596363,0.0001914572,0.0003540669,0.00001256385,0.00007133192],"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":[0.00003668817,0.00006113022,0.0005168589,0.002120775,0.0004682156,0.0001157273,0.00009156506,3.200637e-7,8.226394e-8,0.000468644,0.003951283,0.9921687],"study_design_scores_gemma":[0.0008658132,0.0001224687,0.0002393642,0.001868602,0.001147573,0.0002182767,0.0001050844,0.000009387704,0.000002345923,0.00006120799,0.9951938,0.0001661065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004455991,0.9931924,0.00003454278,0.0009410702,0.003642532,0.001321899,0.000270645,0.00002695054,0.0005253957],"genre_scores_gemma":[0.0002081816,0.9961191,0.0001877798,0.00003390325,0.0002268016,0.002521502,0.0001028346,0.00004977397,0.0005501186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9920026,"threshold_uncertainty_score":0.8577395,"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."}}