{"id":"W3216101588","doi":"10.1111/codi.16000","title":"Are colorectal surgery patients willing to accept an increased risk of surgical site infection to avoid mechanical bowel preparation? Implications for future trial design","year":2021,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Surgical site infection prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Absolute risk reduction; Relative risk; Colorectal surgery; Clinical endpoint; Risk assessment; Surgery; Internal medicine; Clinical trial; Confidence interval; Abdominal surgery","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"],"consensus_categories":[],"category_scores_codex":[0.0007046199,0.0002658233,0.0005584598,0.0002488728,0.0002688223,0.0000574044,0.00007459399,0.0002146975,0.0004642284],"category_scores_gemma":[0.003203714,0.000263217,0.0005548486,0.0008868396,0.00003368648,0.0002568122,0.00007740629,0.0001878436,0.00003351033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000261499,"about_ca_system_score_gemma":0.0003729727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003680707,"about_ca_topic_score_gemma":0.00008065553,"domain_scores_codex":[0.9971257,0.0007234511,0.0007302026,0.0007074318,0.0003662454,0.0003469629],"domain_scores_gemma":[0.9960921,0.001015421,0.0003815318,0.0003686297,0.001003881,0.001138383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2726614,0.006193923,0.7041503,0.0001810134,0.0002571533,0.00003699007,0.0001558725,0.001029974,0.006958871,0.0001521214,0.001647248,0.006575237],"study_design_scores_gemma":[0.01311429,0.00210058,0.9745585,0.0001014355,0.0005059353,0.00001168996,0.00002464691,0.0007284442,0.006966963,0.0002895334,0.001290853,0.0003071022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820893,0.00002699518,0.01214748,0.000377226,0.0006680734,0.003945425,0.0005438298,0.0001693044,0.00003238987],"genre_scores_gemma":[0.9954036,0.00002968796,0.0008414264,0.0002009785,0.000744533,0.00147346,0.001233828,0.00004452319,0.00002794402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2704083,"threshold_uncertainty_score":0.999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685819108780201,"score_gpt":0.3221500796999816,"score_spread":0.2952918886121796,"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."}}