{"id":"W2168943327","doi":"10.1007/s00383-007-1996-5","title":"Outcomes and management of rectal injuries in children","year":2007,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Colostomy; Laparoscopy; Surgery; Pediatric surgery; Injury Severity Score; Medical record; Perforation; Demographics; General surgery; Injury prevention; Poison control; Emergency medicine","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":[0.0003995117,0.00007557244,0.0001915929,0.0003901567,0.00001209796,0.000005268954,0.00004226925,0.00003441545,0.00008476291],"category_scores_gemma":[0.00006936218,0.0000655629,0.00006402296,0.000147799,0.00004329349,0.00007352537,0.00003824551,0.00006458441,0.000005034218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002471,"about_ca_system_score_gemma":0.00001734558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003122987,"about_ca_topic_score_gemma":0.000003266088,"domain_scores_codex":[0.9991822,0.000007650283,0.0003312042,0.0001204379,0.0002416848,0.0001168403],"domain_scores_gemma":[0.9995692,0.0002025132,0.00008024938,0.00006529243,0.00004182097,0.00004092152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001895593,0.00008889665,0.989831,0.00003626756,0.00007733085,0.00001884245,0.0000556911,1.456631e-7,0.000005778837,0.0005773518,0.0005829118,0.008536195],"study_design_scores_gemma":[0.0003494501,0.00001956998,0.998868,0.00001839887,0.00003846145,0.00001950672,0.0000713334,0.000001926108,0.0002530224,0.00009691803,0.000205348,0.00005799979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946291,0.0002303261,0.00003930092,0.0003095267,0.0002750973,0.0001006861,0.000007975274,0.00001375883,0.004394155],"genre_scores_gemma":[0.9980339,0.0007891005,0.00053372,0.00008064407,0.0002058038,0.000004212169,0.00001922195,0.000006580971,0.0003268264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009037037,"threshold_uncertainty_score":0.2673577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365406229738369,"score_gpt":0.2920178873053686,"score_spread":0.2783638250079849,"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."}}