{"id":"W2164903788","doi":"10.1002/bjs.9034","title":"Randomized clinical trial of the impact of insulin therapy on liver function in patients undergoing major liver resection","year":2013,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval; Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"King Saud University","keywords":"Medicine; Interquartile range; Insulin; Liver function; Randomized controlled trial; Regimen; Surgery; Hepatectomy; Internal medicine; Gastroenterology; Anesthesia; Resection","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":[0.004378797,0.0001295411,0.001198947,0.0003355372,0.00003042843,0.0000205318,0.0000778425,0.0001712374,0.0002381022],"category_scores_gemma":[0.004917739,0.00009082696,0.001488537,0.0003191312,0.0001325018,0.0003333541,0.00002210979,0.00055097,0.00000475263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145488,"about_ca_system_score_gemma":0.0003673165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006829218,"about_ca_topic_score_gemma":0.00002534202,"domain_scores_codex":[0.9958827,0.001363171,0.001896277,0.0001428347,0.0005324727,0.0001825714],"domain_scores_gemma":[0.9930714,0.004619949,0.001508949,0.00017772,0.0005320735,0.00008992221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6788976,0.001790353,0.1889492,0.0000491741,0.000406249,0.00004281678,0.00004184109,0.00003253803,0.000137275,4.535753e-7,0.003529959,0.1261225],"study_design_scores_gemma":[0.273118,0.001190865,0.7232338,0.001741903,0.00004605215,0.0000716041,0.000008862518,0.0000302111,0.0004355776,0.00005135281,0.000007632873,0.00006410195],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959033,0.001253209,0.00004338476,0.00003385544,0.001931485,0.0007328599,0.000003475636,0.000004629914,0.0000938285],"genre_scores_gemma":[0.9902527,0.009148322,0.00002810495,0.00007995981,0.0004006728,0.000009554657,0.000002974648,0.00002086914,0.00005680311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5342847,"threshold_uncertainty_score":0.5887349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04905573069161868,"score_gpt":0.3072719482685061,"score_spread":0.2582162175768875,"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."}}