{"id":"W2051727786","doi":"10.5539/cco.v3n2p43","title":"Effects of Laparosopic Hyperthermic Intraperitoneal Chemotherapy for Peritoneal Metastasis from Gastric Cancer","year":2014,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Ascites; Hyperthermic intraperitoneal chemotherapy; Cisplatin; Laparoscopy; Metastasis; Surgery; Chemotherapy; Cancer; Gastroenterology; Internal medicine; Ovarian cancer; Cytoreductive surgery","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":[0.0002569309,0.0002139888,0.001175922,0.00004522096,0.0000751547,0.000008160106,0.0001137645,0.0003058247,0.0001916942],"category_scores_gemma":[0.0001469902,0.0001630743,0.0002653648,0.0001090671,0.0004641769,0.0000409742,0.00003280129,0.0002630326,0.00000330464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000675909,"about_ca_system_score_gemma":0.0002874593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009621035,"about_ca_topic_score_gemma":0.0002164587,"domain_scores_codex":[0.9983383,0.0001114848,0.000635839,0.0004302475,0.000137304,0.0003468356],"domain_scores_gemma":[0.9982108,0.001078895,0.0001873659,0.0001645432,0.0001196347,0.000238795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002619116,0.00069313,0.03050354,0.0004038083,0.0006398734,0.00001340041,0.0002354736,0.000001677861,0.04700422,0.0004118525,0.0009741767,0.9164997],"study_design_scores_gemma":[0.03363242,0.01615104,0.5543834,0.0006485361,0.003398025,0.00005001638,0.0002649158,0.001777243,0.08777183,0.001300163,0.2998309,0.0007915261],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888368,0.00482934,0.0001641537,0.004040144,0.001158868,0.0005913479,0.00008054745,0.00003415672,0.000264613],"genre_scores_gemma":[0.9840189,0.006584334,0.001572434,0.005336447,0.001925805,0.0002983846,0.00001845031,0.00003317921,0.0002120174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9157082,"threshold_uncertainty_score":0.6649976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136567073524821,"score_gpt":0.3830687621825448,"score_spread":0.3517030914472966,"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."}}