{"id":"W2989737743","doi":"10.1007/s00464-019-07280-1","title":"Long-term results of laparoscopic cytoreductive surgery and HIPEC for the curative treatment of low-grade pseudomyxoma peritonei and multicystic mesothelioma","year":2019,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Pseudomyxoma peritonei; Hyperthermic intraperitoneal chemotherapy; Conventional PCI; Peritoneal mesothelioma; Surgery; Abdominal surgery; Laparoscopy; Cytoreductive surgery; Mesothelioma; Cancer; Internal medicine; Appendix; Ovarian 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":[0.000775042,0.0003002938,0.000687896,0.0003392718,0.0004790994,0.0007068171,0.0003335617,0.000658127,0.001124601],"category_scores_gemma":[0.00138129,0.0001040123,0.001302875,0.0003058139,0.0005065847,0.000627717,0.0004131739,0.001228475,0.0002677622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004222007,"about_ca_system_score_gemma":0.0002923194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007085162,"about_ca_topic_score_gemma":0.001508889,"domain_scores_codex":[0.9996483,0.00006901457,0.00005014873,0.00005482888,0.00006242223,0.0001152293],"domain_scores_gemma":[0.9983323,0.000473501,0.0003508537,0.0001515924,0.0001344384,0.0005573238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1094977,0.01423119,0.5405781,0.0007210054,0.005748962,0.01143468,0.00130557,0.005407515,0.02398893,0.0005477579,0.002354046,0.2841846],"study_design_scores_gemma":[0.00148775,0.05710499,0.91855,0.0001215018,0.003474302,0.007035079,0.0006909633,0.001661029,0.004582472,0.000475076,0.004701536,0.0001152421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915022,0.006789539,0.0002367753,0.0001484376,0.0001071669,0.00001347974,0.0002534505,0.000009369853,0.0009395435],"genre_scores_gemma":[0.9980641,0.0006286183,0.00005508837,0.00009390672,0.00009156976,0.000008510178,0.0005828129,0.000003356927,0.000472128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001124601,"threshold_uncertainty_score":0.004098833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117767688654111,"score_gpt":0.3005900032147334,"score_spread":0.2794123263281923,"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."}}