{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002374014,0.0001734467,0.0005170671,0.0001149179,0.0001024993,0.00001395258,0.00009429204,0.00005810989,0.0002576753],"category_scores_gemma":[0.00004953676,0.0001223681,0.0002221061,0.000159458,0.0000908317,0.0002979522,0.00001083384,0.0002438707,0.000006117319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154518,"about_ca_system_score_gemma":0.0002048115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006947242,"about_ca_topic_score_gemma":0.000001215164,"domain_scores_codex":[0.9987026,0.00001830877,0.0004805029,0.00009634143,0.0002632613,0.0004389315],"domain_scores_gemma":[0.998975,0.00004338243,0.0003001919,0.00008502126,0.000312969,0.0002834738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00518451,0.001156252,0.02299477,0.0004076957,0.0005536522,0.0001597126,0.008016205,0.0001178435,0.8924776,0.001286736,0.004771665,0.06287331],"study_design_scores_gemma":[0.01571026,0.007103967,0.1142039,0.001542644,0.0005202721,0.008537041,0.006974769,0.0002847641,0.7336528,0.0001457317,0.1105062,0.0008176905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936387,0.002203453,0.0003299237,0.002356811,0.0007049554,0.0003087441,0.0000225526,0.00001378328,0.0004210931],"genre_scores_gemma":[0.990842,0.0004304377,0.004456636,0.001385736,0.002313376,0.00002845233,0.000002464091,0.00003128202,0.0005096493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1588248,"threshold_uncertainty_score":0.4990028,"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."}}