{"id":"W2264765373","doi":"10.1056/pa200607060000002","title":"Operative Reduction in Children with Intussusception: Once You Suspect It, Get Moving","year":2006,"lang":"en","type":"article","venue":"Journal watch","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intussusception (medical disorder); Vomiting; Abdominal pain; Intervention (counseling); Pediatrics; General surgery; Surgery; Psychiatry","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":[0.0001056513,0.0001240333,0.0001782765,0.00007327281,0.0001177406,0.00004549898,0.00003936214,0.00002989605,0.0001127019],"category_scores_gemma":[0.00001588245,0.00008386636,0.0000455828,0.0001756127,0.00003415369,0.0001643383,0.00001129176,0.0003267945,0.00001978662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444635,"about_ca_system_score_gemma":0.00006651378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004424315,"about_ca_topic_score_gemma":0.0001484592,"domain_scores_codex":[0.9991885,0.00003253518,0.0002160781,0.0001531225,0.000207355,0.0002024277],"domain_scores_gemma":[0.9996611,0.000005880891,0.00008212336,0.00008567728,0.00009520572,0.00006996548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001769551,0.0003175732,0.9937497,0.000003692658,0.0000494527,0.0001467497,0.0002589092,0.0004476191,0.00098008,0.00002286514,0.002428168,0.001418174],"study_design_scores_gemma":[0.003241029,0.0009988381,0.9822879,0.0002715056,0.00006836146,0.01139754,0.0007125179,0.00007703421,0.0003577654,0.0003464369,0.0001420345,0.00009897311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890016,0.0001109534,0.0002589936,0.008676759,0.00004747663,0.0001966441,0.000001225637,0.00001460615,0.001691697],"genre_scores_gemma":[0.993708,0.0000812962,0.003317543,0.00005683969,0.0003433244,0.000005475305,0.0000164524,0.00001476649,0.002456335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114618,"threshold_uncertainty_score":0.3419971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007598727367714865,"score_gpt":0.2633237228283652,"score_spread":0.2557249954606504,"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."}}