{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006631749,0.0001360635,0.0002666848,0.0001268216,0.0001113353,0.00002471745,0.00002986318,0.00004178125,0.0006655701],"category_scores_gemma":[0.000008421491,0.0001011485,0.00007138442,0.0001906981,0.0001692858,0.00005624579,0.00002462409,0.0001637805,0.00008223557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003723138,"about_ca_system_score_gemma":0.0003200069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009732645,"about_ca_topic_score_gemma":0.00007142531,"domain_scores_codex":[0.9991896,0.00005087483,0.0002017617,0.0002452144,0.00007767442,0.00023484],"domain_scores_gemma":[0.9996056,0.00009904386,0.00002489657,0.00008446391,0.00003818994,0.0001478181],"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":[0.00004685784,0.0005370334,0.0007135869,0.0002046019,0.0001401107,0.0001349763,0.0007064822,0.000003535107,0.0007809095,0.006504882,0.006650302,0.9835767],"study_design_scores_gemma":[0.0008083258,0.001683822,0.00134111,0.000229511,0.0005186776,0.000709322,0.0006596356,0.003560922,0.0003180369,0.0002661251,0.9897823,0.0001221679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8038247,0.1188854,0.004286758,0.05969765,0.006820196,0.001278241,0.000365962,0.0003680079,0.004473014],"genre_scores_gemma":[0.9741448,0.02124633,0.001803404,0.0002003559,0.0006034176,0.0004433958,0.0001994962,0.00002378274,0.001334996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9834545,"threshold_uncertainty_score":0.7287526,"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."}}