{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002669591,0.0002998282,0.001244789,0.0001404498,0.0001265496,0.00001076511,0.00008431175,0.0003501342,0.0002761948],"category_scores_gemma":[0.00003034651,0.0002266666,0.0001646715,0.0002269598,0.002218955,0.00009477269,0.00005441394,0.0001940439,0.000003880352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003686349,"about_ca_system_score_gemma":0.0003014629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002754915,"about_ca_topic_score_gemma":0.00005311162,"domain_scores_codex":[0.9981327,0.0001400814,0.0006154942,0.0004764919,0.0002506322,0.0003845691],"domain_scores_gemma":[0.9986209,0.0003900196,0.00021807,0.0001806011,0.0003215567,0.000268853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01136881,0.002890121,0.5540545,0.0003095051,0.001743598,0.000953018,0.002285591,4.047971e-7,0.3003657,0.001167718,0.004718367,0.1201427],"study_design_scores_gemma":[0.007644942,0.003992025,0.5099882,0.0004230859,0.0003823824,0.001654735,0.0006789785,0.0003258547,0.3027959,0.0001453903,0.1712555,0.0007130016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922745,0.001644681,0.000006947402,0.004345731,0.0001913819,0.0003309536,0.0003773575,0.0000358101,0.0007926229],"genre_scores_gemma":[0.9945083,0.00385154,0.000392345,0.0005267398,0.0004415226,0.00002859113,0.0001585351,0.00002397773,0.00006846672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665372,"threshold_uncertainty_score":0.9243196,"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."}}