{"id":"W2620376361","doi":"10.5114/pg.2017.68053","title":"Acute abdomen in a mentally retarded patient: cecal volvulus","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Review","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentally retarded; Medicine; Acute abdomen; Abdomen; Volvulus; Gastroenterology; Internal medicine; General surgery; Surgery; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001409625,0.0001361696,0.0004296016,0.00006444215,0.00009169721,0.00001315493,0.000145875,0.00004318441,0.0006163833],"category_scores_gemma":[0.0001787679,0.0001166044,0.0001155188,0.00003629402,0.0001406025,0.00008297457,0.0000690453,0.0002073228,0.0001538112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000487768,"about_ca_system_score_gemma":0.00002191821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001479107,"about_ca_topic_score_gemma":0.00005950749,"domain_scores_codex":[0.9989053,0.00007112054,0.0003821295,0.0002358387,0.0001296507,0.0002759682],"domain_scores_gemma":[0.9991826,0.000008197039,0.0002246068,0.0004126676,0.00007074328,0.0001011243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001867355,0.0004094367,0.9162211,0.001687166,0.0002584587,0.0006253461,0.000237918,0.000001440204,0.0005484283,0.000187057,0.01265738,0.06529886],"study_design_scores_gemma":[0.007373507,0.003076078,0.9413569,0.004985426,0.0004911331,0.002519879,0.00009807861,0.0001232452,0.00007340094,0.0001784936,0.03950838,0.0002154973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662254,0.003973239,0.00006769549,0.02260984,0.0003891042,0.001085522,0.000009543281,0.00004826173,0.005591355],"genre_scores_gemma":[0.9706567,0.00849032,0.001399319,0.0188275,0.00003994329,0.0001317566,0.00003809105,0.00002003964,0.0003963372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06508336,"threshold_uncertainty_score":0.6748965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472320579257173,"score_gpt":0.3032151677345991,"score_spread":0.2884919619420273,"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."}}