{"id":"W4390516501","doi":"10.24953/turkjped.2023.338","title":"Computed tomography with clinical scoring to differentiate phytobezoar from feces in childhood small bowel obstruction","year":2023,"lang":"en","type":"article","venue":"The Turkish Journal of Pediatrics","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"Dali University","keywords":"Phytobezoar; Computed tomography; Feces; Medicine; Bowel obstruction; Radiology; Biology","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":[0.0005207916,0.0001530034,0.0003910548,0.0003921751,0.00009373815,0.0000355692,0.0002188937,0.00007295162,0.00001696486],"category_scores_gemma":[0.0002376085,0.00008845582,0.0001860705,0.001193184,0.00004864233,0.00006340443,0.00007037342,0.0007439891,0.0000265721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002672865,"about_ca_system_score_gemma":0.00009125681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069499,"about_ca_topic_score_gemma":0.00006444664,"domain_scores_codex":[0.9984815,0.0001022877,0.00063295,0.0001634406,0.0003660879,0.0002537187],"domain_scores_gemma":[0.9986637,0.0004482616,0.0002945501,0.0001664265,0.0002107151,0.0002163723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006546421,0.0002703075,0.9893072,0.00004026542,0.00006416454,0.0003432212,0.0008908706,0.000351087,0.000240171,0.00001241836,0.001159603,0.006666064],"study_design_scores_gemma":[0.001239085,0.0008193057,0.9960049,0.0002239594,0.0002388898,0.0002008182,0.0002995095,0.0001453733,0.0001475562,0.0004187071,0.0001510449,0.0001108849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968977,0.0003258784,0.0001909416,0.001344702,0.0009489775,0.0001771322,0.00001373234,0.00004005198,0.00006091563],"genre_scores_gemma":[0.994022,0.0002848282,0.002363862,0.0002816858,0.002974709,0.000002165217,0.00001116287,0.00002080078,0.00003875879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006697681,"threshold_uncertainty_score":0.3607123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421277294965837,"score_gpt":0.2898861190668653,"score_spread":0.255673346117207,"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."}}