{"id":"W2611356343","doi":"10.14740/jcs313w","title":"Treatment of Appendicitis With Iliopsoas Abscess by Laparoscopic One-Step Surgery","year":2017,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Iliopsoas; Iliopsoas Muscle; Abscess; Surgery; Appendicitis; Acute appendicitis; Abdomen; Laparoscopy; Acute abdomen; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004534002,0.0002590751,0.001468409,0.000374948,0.0001502936,0.00006438923,0.0001617942,0.00006382772,0.0002638037],"category_scores_gemma":[0.0001520142,0.0001822132,0.000501592,0.00009364446,0.0001878057,0.0002875325,0.00003858532,0.0001567957,0.00001461874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383239,"about_ca_system_score_gemma":0.0002751843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008888943,"about_ca_topic_score_gemma":0.00001666401,"domain_scores_codex":[0.9976075,0.00005738766,0.0009910307,0.0002152644,0.0007772043,0.0003516482],"domain_scores_gemma":[0.9965153,0.0004317033,0.002014927,0.0005283075,0.0002249154,0.0002848559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005681494,0.002588246,0.7989421,0.0004718351,0.0006250013,0.0004727066,0.00007191808,0.000001654951,0.0002431111,0.00007619028,0.08442929,0.1115098],"study_design_scores_gemma":[0.004957846,0.00147289,0.7551722,0.006438849,0.001337904,0.0004131222,0.0001732218,0.00001423026,0.01220177,0.00004793875,0.217305,0.0004650299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883508,0.007522597,0.0002694591,0.001307793,0.001444904,0.000281928,0.00003199303,0.00001245342,0.0007780902],"genre_scores_gemma":[0.9855841,0.01362334,0.00007017489,0.00005522748,0.0003989442,0.000015032,0.00002894504,0.00003148895,0.0001927885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328757,"threshold_uncertainty_score":0.7430441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07589172431038839,"score_gpt":0.3372475157921058,"score_spread":0.2613557914817174,"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."}}