{"id":"W2805923253","doi":"10.2217/ebo.11.108","title":"Intraperitoneal chemotherapy: its use in epithelial ovarian cancer","year":2012,"lang":"en","type":"other","venue":"","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Medicine; Debulking; Ovarian cancer; Chemotherapy; Oncology; Gynecologic oncology; Clinical trial; Internal medicine; Metastasis; Intraperitoneal chemotherapy; Cancer; Epithelial ovarian cancer","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":[0.000287001,0.0001860772,0.0002571439,0.0005811504,0.0001604248,0.0003829309,0.0002108485,0.0002837275,0.004916612],"category_scores_gemma":[0.0005517532,0.00004474721,0.0002265322,0.0007432172,0.0002538358,0.000260916,0.0003346692,0.0004186234,0.0008252894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377196,"about_ca_system_score_gemma":0.0003230784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003500609,"about_ca_topic_score_gemma":0.0008438263,"domain_scores_codex":[0.9999017,0.00003808199,0.000009603471,0.00001602406,0.00002264557,0.00001198472],"domain_scores_gemma":[0.9998358,0.0000349462,0.00006199176,0.00001901513,0.00001410112,0.00003407315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005449696,0.0002047966,0.004606782,0.001086332,0.00002317786,0.0004692605,0.00003012539,0.0001696128,0.003738323,0.001033048,0.006159895,0.9819338],"study_design_scores_gemma":[0.001369396,0.01011587,0.07942654,0.002054529,0.0004613196,0.02851982,0.000128058,0.0009485161,0.01693175,0.00362296,0.8563905,0.00003079142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1660383,0.7201411,0.005359833,0.007185261,0.0007606433,0.0002439784,0.0004318715,0.0003365322,0.0995025],"genre_scores_gemma":[0.6206847,0.3469822,0.007944506,0.003400205,0.001558192,0.0001548974,0.0006296019,0.00005661102,0.01858899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004916612,"threshold_uncertainty_score":0.01644772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936651071005219,"score_gpt":0.2987251595081714,"score_spread":0.2693586487981192,"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."}}