{"id":"W4392650724","doi":"10.3390/curroncol31030109","title":"Peritoneal Metastatic Gastric Cancer: Local Treatment Options and Recommendations","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cytoreductive surgery; Hyperthermic intraperitoneal chemotherapy; Chemotherapy; Intraperitoneal chemotherapy; Cancer; Metastasis; Peritoneal carcinomatosis; Oncology; Internal medicine; Surgery; Ovarian cancer; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001277333,0.0005777591,0.00088614,0.001284028,0.0005099776,0.001285187,0.001149367,0.001812966,0.004681991],"category_scores_gemma":[0.00297027,0.0001819824,0.0008617353,0.000745566,0.0006621157,0.001836715,0.0008547707,0.004437998,0.001920943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008445193,"about_ca_system_score_gemma":0.002096627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806658,"about_ca_topic_score_gemma":0.006272526,"domain_scores_codex":[0.9994512,0.0001806575,0.0001073122,0.00005955356,0.0001614069,0.00003973165],"domain_scores_gemma":[0.9988777,0.0003941398,0.0001542832,0.00003652911,0.0003766752,0.000160702],"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":[0.00009944344,0.0001297701,0.001529132,0.007933553,0.0001354716,0.001313193,0.0002147143,0.001030903,0.001003826,0.007708638,0.1532784,0.825623],"study_design_scores_gemma":[0.00006815878,0.0001458449,0.002526047,0.01757973,0.0002795022,0.005509062,0.0005595937,0.000497263,0.0004717763,0.01475521,0.9575471,0.00006068686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001552893,0.9038333,0.004910739,0.06820538,0.002947993,0.0000913538,0.0002759101,0.000119773,0.01806264],"genre_scores_gemma":[0.01154164,0.9461807,0.009933099,0.02142048,0.004908205,0.000178757,0.0006747514,0.00003118738,0.005131232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004681991,"threshold_uncertainty_score":0.01566285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113435590189176,"score_gpt":0.4373841894972614,"score_spread":0.3260406304783439,"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."}}