{"id":"W2001918336","doi":"10.5430/jst.v2n5p5","title":"Perioperative intraperitoneal chemotherapy for advanced gastric cancer","year":2012,"lang":"en","type":"article","venue":"Journal of Solid Tumors","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Gastrectomy; Cancer; Intraperitoneal chemotherapy; Surgery; Survival rate; EPIC; Chemotherapy; Stage (stratigraphy); Gastroenterology; General surgery; Internal medicine","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":[0.0001800871,0.0001563141,0.0002540597,0.0001600781,0.0001466679,0.0001587114,0.00009220766,0.0001126005,0.0006344984],"category_scores_gemma":[0.0004720965,0.00003837061,0.0002104695,0.0002029618,0.0001335081,0.00009972261,0.0001792073,0.0002138778,0.00009289242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002876,"about_ca_system_score_gemma":0.0002170435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000154238,"about_ca_topic_score_gemma":0.0004147239,"domain_scores_codex":[0.9999101,0.00003057042,0.00001107668,0.00000911194,0.00002032308,0.00001884492],"domain_scores_gemma":[0.9997969,0.00004826492,0.00007802228,0.00001113207,0.00001375155,0.00005188119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008256432,0.0009945813,0.7743057,0.0008447699,0.0003573278,0.00463519,0.0001130452,0.0007838068,0.02106231,0.0001380299,0.001229981,0.1872788],"study_design_scores_gemma":[0.0005389394,0.01982027,0.9346833,0.0002066666,0.0005389497,0.0271432,0.0001850639,0.0009882089,0.00782782,0.0001864348,0.007864871,0.00001626446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841065,0.01394864,0.0004457106,0.0001061481,0.00005466324,0.00003250665,0.00004069983,0.00001192493,0.001253168],"genre_scores_gemma":[0.9959317,0.003219106,0.0004153589,0.00006886075,0.00008145566,0.00002125692,0.000103421,0.000001107114,0.0001576136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006344984,"threshold_uncertainty_score":0.002122581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598358582178725,"score_gpt":0.3192005270386226,"score_spread":0.3032169412168353,"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."}}