{"id":"W2905764767","doi":"10.5306/wjco.v9.i8.167","title":"Malignant peritoneal effusion acting as a tumor environment in ovarian cancer progression: Impact and significance","year":2018,"lang":"en","type":"editorial","venue":"World Journal of Clinical Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Ovarian cancer; Medicine; Tumor progression; Peritoneal cavity; Stromal cell; Ascites; Cancer; Context (archaeology); Cancer research; Tumor microenvironment; Disease; Pathology; Tumor cells; Internal medicine; Biology","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003350761,0.0004533,0.002820931,0.0003349921,0.00008572367,0.00003621858,0.0002174602,0.0007907174,0.001346856],"category_scores_gemma":[0.001597004,0.0002975653,0.0005862839,0.0001900786,0.0004005573,0.00009168526,0.0001575852,0.002614575,0.00002231096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155944,"about_ca_system_score_gemma":0.005572963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003270539,"about_ca_topic_score_gemma":0.0004195432,"domain_scores_codex":[0.994487,0.000617588,0.002766809,0.0006530606,0.000963189,0.0005122853],"domain_scores_gemma":[0.9920161,0.003543225,0.003141588,0.0003357909,0.000258709,0.0007045789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01317667,0.003592255,0.05770265,0.0002086599,0.001024654,0.009281268,0.0002324226,0.000008854483,0.00008665259,0.000008199468,0.6167544,0.2979233],"study_design_scores_gemma":[0.01157902,0.01382569,0.03780713,0.003350617,0.0008388812,0.0002006756,0.00004014838,0.00001293527,0.00006105224,0.00007234149,0.9319584,0.0002531211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.08371191,0.01509295,0.0000109489,0.01812311,0.8782355,0.001818766,0.0001022794,0.00001894718,0.002885626],"genre_scores_gemma":[0.09055337,0.02330463,0.00277847,0.0005821536,0.8813569,0.0001307373,0.00002457407,0.0000976169,0.001171557],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.315204,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599140362546913,"score_gpt":0.4650959327050907,"score_spread":0.4191045290796216,"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."}}