{"id":"W1967037538","doi":"10.1111/codi.12618","title":"Preoperative risk factors for anastomotic leakage after resection for colorectal cancer: a systematic review and meta‐analysis","year":2014,"lang":"en","type":"review","venue":"Colorectal Disease","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":254,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Colorectal cancer; Anastomosis; Resection; Surgery; General surgery; Oncology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01026845,0.002350444,0.01469997,0.005563999,0.0006350899,0.002910713,0.001734588,0.002285476,0.00259041],"category_scores_gemma":[0.0265264,0.001391363,0.03014835,0.006409151,0.0006229915,0.001556296,0.001126728,0.001748085,0.0002128114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099787,"about_ca_system_score_gemma":0.00359079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005776356,"about_ca_topic_score_gemma":0.01276887,"domain_scores_codex":[0.9932949,0.002809047,0.002088848,0.0006570958,0.0009140286,0.0002360341],"domain_scores_gemma":[0.984037,0.01155655,0.0026614,0.0004000654,0.001158173,0.0001867742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001452423,0.00004000524,0.008593003,0.5197767,0.4540823,0.0001804253,0.0001142295,0.0005585938,0.0002332456,0.0001245707,0.000578166,0.01426633],"study_design_scores_gemma":[0.000302704,0.0002263672,0.006329186,0.03969239,0.9513158,0.0001571065,0.00006190542,0.000204901,0.0001218333,0.0001260882,0.001433662,0.00002799206],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004416152,0.9944881,0.0002857647,0.0001514745,0.00008021874,0.0001694998,0.0002560838,0.00001147536,0.0001413363],"genre_scores_gemma":[0.1150251,0.8813888,0.001494874,0.0004972829,0.0001822302,0.0006843414,0.0005207647,0.00001297084,0.000193718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01469997,"threshold_uncertainty_score":0.05430537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05007680336085626,"score_gpt":0.3706534879692739,"score_spread":0.3205766846084177,"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."}}