{"id":"W2896362408","doi":"10.1111/ans.14885","title":"Monitoring excess unplanned return to theatre following colorectal cancer surgery","year":2018,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BC Cancer Agency; Colorectal Surgical Society of Australia and New Zealand; Royal Australasian College of Surgeons","keywords":"Medicine; Funnel plot; Colectomy; Colorectal surgery; Colorectal cancer; General surgery; Surgery; Confidence interval; Cancer; Internal medicine; Publication bias; Abdominal surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01649158,0.0006513601,0.000704824,0.001538028,0.0002420246,0.001199794,0.001513701,0.0005354831,0.001055686],"category_scores_gemma":[0.05360429,0.0004842424,0.001770321,0.001385489,0.0004217727,0.0008058567,0.00118474,0.0008991641,0.0001762833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267498,"about_ca_system_score_gemma":0.00169379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519115,"about_ca_topic_score_gemma":0.01161685,"domain_scores_codex":[0.9930709,0.00357822,0.0006959665,0.001368681,0.0008316426,0.0004545677],"domain_scores_gemma":[0.9549332,0.02318146,0.01712805,0.001942307,0.002122194,0.00069287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000387552,0.00008997867,0.9468904,0.0001114078,0.0006271121,0.00007324638,0.0001331314,0.03212775,0.0001021269,0.0005482755,0.0004660533,0.01844303],"study_design_scores_gemma":[0.00006476675,0.0008730072,0.4944324,0.0001415938,0.0005735354,0.0003221552,0.0002512988,0.4989628,0.0007626502,0.002126114,0.001430015,0.00005960376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8748673,0.001205643,0.1187863,0.0008028266,0.00006652338,0.0003889683,0.002327473,0.0002937818,0.001261151],"genre_scores_gemma":[0.985277,0.0001659057,0.01319144,0.0000516176,0.00001470703,0.0001374331,0.0008172591,0.00001694901,0.000327791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01649158,"threshold_uncertainty_score":0.08721685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440694669314037,"score_gpt":0.3208451887233891,"score_spread":0.2764382420302487,"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."}}