{"id":"W4385313364","doi":"10.5114/pg.2023.129416","title":"Unexpected appendiceal histopathology during upfront diagnostic laparoscopy for right iliac fossa pain: is a normal-looking appendix always innocent?","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Review","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iliac fossa; Histopathology; Appendix; Medicine; Laparoscopy; General surgery; Radiology; Surgery; Pathology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001293635,0.0005116633,0.001485954,0.0003576364,0.0002890723,0.0000210346,0.0003583353,0.0001678099,0.00152541],"category_scores_gemma":[0.0005764403,0.0004696969,0.0004533367,0.0003929979,0.0001975584,0.0001152945,0.0003337924,0.0003699393,0.001064889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002303641,"about_ca_system_score_gemma":0.00004397272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002253206,"about_ca_topic_score_gemma":0.00004851316,"domain_scores_codex":[0.995901,0.0003556421,0.00107527,0.0009605814,0.0003204828,0.001387035],"domain_scores_gemma":[0.9980779,0.0003110921,0.0004473439,0.0007344114,0.0001237574,0.000305505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007467671,0.0007802062,0.4047695,0.01815656,0.0005960891,0.00232662,0.0004024866,0.000008168189,0.001059626,0.0004563354,0.5617971,0.008900589],"study_design_scores_gemma":[0.009360565,0.00473887,0.2589584,0.01412192,0.002667759,0.001329393,0.0001987298,0.0003041075,0.0005829824,0.0002131333,0.7066998,0.0008242688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8659762,0.06609211,0.005564782,0.04522901,0.002353413,0.01186223,0.000362276,0.0013116,0.001248366],"genre_scores_gemma":[0.6332752,0.2416662,0.003140808,0.1043651,0.001242956,0.008408149,0.004636592,0.0004007318,0.002864366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2327011,"threshold_uncertainty_score":0.9997755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415395189168779,"score_gpt":0.2828035917757567,"score_spread":0.2686496398840689,"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."}}