{"id":"W4394766420","doi":"10.62463/surgery.46","title":"Appendix mucoceles and pseudomyxoma peritonei: Avoiding a sticky situation","year":2024,"lang":"en","type":"article","venue":"Impact Surgery","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Pseudomyxoma peritonei; Appendix; Medicine; General surgery","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":[0.0004543074,0.0001985346,0.0003602949,0.0002425235,0.0001482822,0.0001461086,0.00002936066,0.00009155243,0.000550964],"category_scores_gemma":[0.0002112462,0.0001483567,0.0001884782,0.000254538,0.00009011992,0.0002445374,0.00002799648,0.0002361058,0.0002622473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000713264,"about_ca_system_score_gemma":0.0001887761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622529,"about_ca_topic_score_gemma":0.00000422312,"domain_scores_codex":[0.9988015,0.00004619304,0.000263506,0.0002742702,0.0002433745,0.0003711804],"domain_scores_gemma":[0.9989823,0.0005967473,0.00003521085,0.0001377323,0.00003899686,0.0002090552],"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":[0.0008521935,0.000387245,0.1592771,0.00405019,0.0008251552,0.006195722,0.008819168,0.00001089625,0.585169,0.004545752,0.06632514,0.1635425],"study_design_scores_gemma":[0.00187409,0.001374149,0.7612399,0.009999537,0.001287962,0.02107015,0.006753399,0.01567537,0.1165855,0.004088047,0.05734309,0.002708822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929581,0.003825202,0.0001270521,0.00130518,0.0004557401,0.000173151,0.00002757416,0.0002360894,0.000891949],"genre_scores_gemma":[0.9983971,0.0002795279,0.0000839887,0.0002066497,0.0005322087,0.00001248178,0.00007334621,0.00003437931,0.0003803285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6019629,"threshold_uncertainty_score":0.6049812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329665203306461,"score_gpt":0.3042736673813485,"score_spread":0.2809770153482839,"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."}}