{"id":"W2145958517","doi":"10.1093/annonc/mdp307","title":"Malignant peritoneal mesothelioma: a multicenter study on 81 cases","year":2009,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Thrombocytosis; Ascites; Vomiting; Abdominal pain; Laparotomy; Mesothelioma; Peritoneal mesothelioma; Abdominal mass; Abdominal distension; Malignancy; Surgery; Radiology; Internal medicine; Pathology","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":[0.001281779,0.0006285695,0.0008308772,0.001528591,0.001478899,0.000997791,0.0006074744,0.0006479532,0.001782632],"category_scores_gemma":[0.002496586,0.0006715088,0.000647199,0.00155263,0.0008322194,0.001082145,0.001312788,0.0003670595,0.0005440338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120999,"about_ca_system_score_gemma":0.0004144429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776337,"about_ca_topic_score_gemma":0.001698547,"domain_scores_codex":[0.9985586,0.0004078622,0.0001878955,0.0004590089,0.000163771,0.000222876],"domain_scores_gemma":[0.9981857,0.0004420671,0.0006211363,0.0002760166,0.000183294,0.0002918688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004033638,0.0001237553,0.9945593,0.00001920158,0.0000705051,0.001672058,0.0005306407,0.00003147739,0.001060549,0.00002844996,0.00007951451,0.001421092],"study_design_scores_gemma":[0.00006317231,0.0003023908,0.9920589,0.00001314414,0.0001208969,0.005259602,0.001339444,0.0001251122,0.0002856237,0.00002499568,0.0003954751,0.00001116559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995789,0.00009418649,0.00004632422,0.00000851652,0.000001710845,0.00001316788,0.00008751151,0.000001495874,0.0001682085],"genre_scores_gemma":[0.9994424,0.00009391236,0.00006117408,0.00001289361,0.00001270073,0.00001968311,0.0002888233,0.000002489402,0.00006580997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001782632,"threshold_uncertainty_score":0.006778777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08841458553500976,"score_gpt":0.4117028534851097,"score_spread":0.3232882679501,"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."}}