{"id":"W4402580493","doi":"10.1245/s10434-024-16173-0","title":"ASO Visual Abstract: Predictive Value of C-Reactive Protein for Infectious Complications after Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy—A Single-Center Prospective Study","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Université de Montréal; Hôpital Maisonneuve-Rosemont; Hôtel-Dieu de Québec; Université Laval","funders":"","keywords":"Medicine; Surgical oncology; Hyperthermic intraperitoneal chemotherapy; Cytoreductive surgery; Predictive value; Single Center; Chemotherapy; Prospective cohort study; General surgery; Surgery; Internal medicine; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003623282,0.0002554572,0.0008830657,0.0002090631,0.0000651494,0.00001679097,0.00005859199,0.000207879,0.00005962631],"category_scores_gemma":[0.00004315487,0.0002033951,0.0002558446,0.0002547096,0.000629334,0.0001595097,0.00004246557,0.0002762176,0.000003631068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009290825,"about_ca_system_score_gemma":0.0002656801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008937244,"about_ca_topic_score_gemma":0.00001138957,"domain_scores_codex":[0.9982463,0.00009344033,0.0006103997,0.0004840999,0.0002303244,0.0003354281],"domain_scores_gemma":[0.9982576,0.0007983299,0.0001959584,0.0001400813,0.0004717669,0.0001362233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.06984533,0.07829446,0.1638796,0.004387986,0.009893915,0.002046839,0.03123962,0.00001730945,0.4025545,0.009885943,0.001599506,0.2263549],"study_design_scores_gemma":[0.009938749,0.05222676,0.6624571,0.002322903,0.0008072392,0.00194307,0.006439334,0.0005216795,0.2152108,0.004311256,0.04270753,0.001113555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910147,0.0005986916,0.00002811292,0.003042316,0.000163118,0.002789737,0.0001607449,0.00006479783,0.002137759],"genre_scores_gemma":[0.9983495,0.0001164224,0.00008042069,0.0001640934,0.0002726166,0.0008986653,0.00002520525,0.00003835844,0.00005470565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4985775,"threshold_uncertainty_score":0.8294212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728229121657073,"score_gpt":0.3516712485509537,"score_spread":0.314388957334383,"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."}}