{"id":"W3210269455","doi":"10.1016/j.surg.2021.08.049","title":"Comparing apples to oranges? The challenges of conducting research on postoperative ileus","year":2021,"lang":"en","type":"letter","venue":"Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Randomized controlled trial; Incidence (geometry); Ileus; Multicenter trial; Odds ratio; Anesthesia; Postoperative ileus; Transcutaneous electrical nerve stimulation; Confidence interval; Surgery; Internal medicine; Multicenter study","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002833063,0.0003866249,0.001510578,0.0007705014,0.0001728086,0.00006107579,0.0002436264,0.0005325995,0.0001585137],"category_scores_gemma":[0.001873656,0.0002758644,0.0004118081,0.0006792114,0.0002413572,0.00006717585,0.0002443314,0.003473952,0.0001108556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789432,"about_ca_system_score_gemma":0.0005930383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008224419,"about_ca_topic_score_gemma":0.00004176474,"domain_scores_codex":[0.9954426,0.001109657,0.000658471,0.0007751248,0.001244001,0.0007701851],"domain_scores_gemma":[0.9873143,0.01045043,0.0002173944,0.001145312,0.0007637471,0.000108785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001494602,0.00007885253,0.001243494,0.0009866938,0.0003380982,0.002194367,0.001052322,0.00001226786,0.002092843,0.00006306098,0.987822,0.00396655],"study_design_scores_gemma":[0.0002488815,0.000216121,0.002396479,0.009804227,0.000101236,0.0002657514,0.003560278,0.000004471104,0.04302315,0.00003760594,0.9396917,0.0006501485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3065385,0.007916373,0.000006433168,0.6720243,0.002163979,0.0008006784,0.00003796623,0.00007007278,0.01044175],"genre_scores_gemma":[0.6234254,0.002364616,0.0002030934,0.3585083,0.008959978,0.0004834096,0.0003649121,0.0002897461,0.005400512],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3168869,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3901454760878513,"score_gpt":0.3955803125246835,"score_spread":0.005434836436832235,"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."}}