{"id":"W4391750485","doi":"10.32388/587iyh","title":"Review of: \"Resectable Pancreatic Cancer With Peritoneal Metastases: Is Cytoreduction Combined With Hipec Effective and When?\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Peritoneal carcinomatosis; Internal medicine; Pancreatic cancer; Oncology; General surgery; Gastroenterology; Cancer; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004894731,0.0006833728,0.002605161,0.004014055,0.001021453,0.002494178,0.001956881,0.002841247,0.01579525],"category_scores_gemma":[0.03358903,0.0003895001,0.001181206,0.00310764,0.001328082,0.002784259,0.001414917,0.002756752,0.008331141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945563,"about_ca_system_score_gemma":0.008096564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243276,"about_ca_topic_score_gemma":0.005881741,"domain_scores_codex":[0.9971939,0.0007593652,0.0006379767,0.0002510909,0.001029303,0.0001281918],"domain_scores_gemma":[0.9740869,0.007965332,0.00199776,0.0004458138,0.01412178,0.001382392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000615661,0.00001506417,0.0001680611,0.008836461,0.00004850714,0.00009582036,0.00003988669,0.00002497,0.0001017023,0.00042334,0.9016338,0.08855084],"study_design_scores_gemma":[0.00004171428,0.00004338427,0.001186667,0.0121136,0.0001507741,0.0006645244,0.0001177162,0.0000374055,0.0001032298,0.0005033393,0.9850171,0.00002071324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0004998175,0.5756841,0.0005967747,0.1751424,0.2331403,0.0003169845,0.001126552,0.0001162022,0.0133768],"genre_scores_gemma":[0.003809941,0.7423946,0.0008824745,0.05750518,0.1781142,0.000232587,0.00169664,0.0000961884,0.01526826],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01579525,"threshold_uncertainty_score":0.05284041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914127733604322,"score_gpt":0.3713042511463192,"score_spread":0.342162973810276,"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."}}