{"id":"W3118056550","doi":"10.14740/jocmr4362","title":"Low Preoperative Serum Albumin Levels Are Associated With Impaired Outcome After Cytoreductive Surgery and Perioperative Intraperitoneal Chemotherapy for Peritoneal Surface Malignancies","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypoalbuminemia; Cytoreductive surgery; Perioperative; Intraperitoneal chemotherapy; Chemotherapy; Surgery; Albumin; Retrospective cohort study; Serum albumin; Cancer; Internal medicine; Ovarian 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001598756,0.0006216075,0.002304916,0.004586895,0.0002449882,0.001082809,0.0007795347,0.0007256005,0.002042831],"category_scores_gemma":[0.008143521,0.0002944935,0.00242627,0.005299808,0.0004043392,0.0007435342,0.0005296905,0.0005483075,0.0001919681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005820004,"about_ca_system_score_gemma":0.002288374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002748678,"about_ca_topic_score_gemma":0.006532513,"domain_scores_codex":[0.9989823,0.0002568341,0.000386422,0.0001085879,0.0002276436,0.00003820769],"domain_scores_gemma":[0.9950701,0.003390929,0.0011028,0.00004643145,0.0003313438,0.00005839124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0004346471,0.00007259041,0.008932573,0.5207562,0.007886946,0.000363814,0.0002523743,0.0002260431,0.0004779549,0.0004984601,0.004755637,0.4553428],"study_design_scores_gemma":[0.0002954541,0.0007721812,0.0876933,0.6307125,0.09477269,0.005942775,0.0009724221,0.0003566386,0.001059571,0.001817006,0.175452,0.0001535051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005424994,0.9992281,0.00002046216,0.00005156039,0.00002159453,0.000007149333,0.00003706937,0.000001140039,0.00009044739],"genre_scores_gemma":[0.004882093,0.9948412,0.00008265016,0.00007086745,0.00002802724,0.00001129917,0.00005014048,7.199635e-7,0.00003305945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004586895,"threshold_uncertainty_score":0.008455157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2706440867374513,"score_gpt":0.5003910900755587,"score_spread":0.2297470033381074,"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."}}