{"id":"W2797417034","doi":"10.1245/s10434-018-6464-z","title":"Peritoneal Carcinomatosis of Rare Ovarian Origin Treated by Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy: A Multi-Institutional Cohort from PSOGI and BIG-RENAPE","year":2018,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Cancer Research","keywords":"Medicine; Hyperthermic intraperitoneal chemotherapy; Surgical oncology; Ovarian cancer; Metastasis; Oncology; Serous fluid; Internal medicine; Gynecologic oncology; Chemotherapy; Cancer; Cytoreductive surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002482531,0.0003780076,0.0005284998,0.0006809096,0.001010724,0.001004151,0.0004809239,0.0003382649,0.002416696],"category_scores_gemma":[0.0007119105,0.0005014957,0.0007894221,0.0007644286,0.0004636448,0.0006319478,0.001027624,0.0007409348,0.0005127689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599212,"about_ca_system_score_gemma":0.0005932517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00382777,"about_ca_topic_score_gemma":0.006204607,"domain_scores_codex":[0.9996457,0.00003638381,0.00003286587,0.0001281405,0.00004388708,0.0001130279],"domain_scores_gemma":[0.9995114,0.00005266793,0.0001259622,0.00008152406,0.00004366328,0.0001849161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337272,0.0000808315,0.995554,0.00001095887,0.00008022328,0.001872436,0.0002478308,0.000035191,0.0007074972,0.00004254032,0.0002352249,0.0009995357],"study_design_scores_gemma":[0.00003859276,0.0002322087,0.9864966,0.00001235132,0.00009286227,0.009684715,0.002109315,0.0002247982,0.0001598956,0.00008595476,0.0008434005,0.00001939648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993705,0.00008342689,0.00008649547,0.00002192189,0.000005863003,0.00001189,0.0001992172,0.00000321218,0.0002175066],"genre_scores_gemma":[0.9988776,0.0000880351,0.0000722571,0.00005283262,0.00001681016,0.00001016197,0.000717056,0.000006446743,0.0001588257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00382777,"threshold_uncertainty_score":0.008084655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05335153076507471,"score_gpt":0.3192476304629456,"score_spread":0.2658960996978709,"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."}}