{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0848215,0.000623105,0.002994457,0.0004082592,0.0006056778,0.002069087,0.0009672923,0.003299929,0.007339814],"category_scores_gemma":[0.1330646,0.0004235237,0.002672618,0.001023913,0.001155492,0.002271402,0.0005126406,0.002178195,0.0005984927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007548184,"about_ca_system_score_gemma":0.002706528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003538685,"about_ca_topic_score_gemma":0.0007705145,"domain_scores_codex":[0.9056963,0.08541626,0.004698273,0.001307685,0.002230983,0.0006505285],"domain_scores_gemma":[0.8737453,0.1064323,0.01135849,0.003585122,0.002842254,0.002036572],"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":[0.6085382,0.005464301,0.06189501,0.01798797,0.010527,0.0003878803,0.001500097,0.002710829,0.001345365,0.005375029,0.004375713,0.2798927],"study_design_scores_gemma":[0.4929895,0.2660253,0.1112236,0.01690117,0.02062037,0.0008612852,0.002464651,0.01295792,0.00289088,0.03772412,0.03486667,0.0004744431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7671404,0.07811459,0.02633407,0.04427003,0.005038113,0.05550206,0.001969834,0.0002293679,0.02140147],"genre_scores_gemma":[0.8948939,0.005893364,0.02297517,0.009130419,0.0009443425,0.06426272,0.0003805865,0.00002031215,0.001499166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0848215,"threshold_uncertainty_score":0.4485843,"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."}}