{"id":"W2416587472","doi":"10.1503/cjs.012915","title":"Diverticulitis in immunosuppressed patients: A fatal outcome requiring a new approach?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diverticulitis; General surgery; Outcome (game theory); Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001084375,0.0003419935,0.0006884591,0.0007724289,0.000906548,0.001417509,0.0004200249,0.001192443,0.002109234],"category_scores_gemma":[0.00343923,0.0001436785,0.0003733028,0.0006914822,0.0009020856,0.0009654468,0.0006503363,0.0008819217,0.0005709676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003644486,"about_ca_system_score_gemma":0.0005739418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944498,"about_ca_topic_score_gemma":0.0003482666,"domain_scores_codex":[0.999472,0.000128387,0.0001031897,0.00006712824,0.0001135608,0.0001158364],"domain_scores_gemma":[0.9978055,0.0004826344,0.0008790981,0.000123217,0.0002372312,0.0004723218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004002409,0.0001182485,0.927278,0.0001956543,0.00006634089,0.03482287,0.0003037245,0.0000797434,0.0008316862,0.0005394582,0.001062715,0.03430119],"study_design_scores_gemma":[0.00008057449,0.001126222,0.5815776,0.001032187,0.0002054968,0.3991998,0.00464514,0.0009059161,0.0009964498,0.003338346,0.006836652,0.00005575801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717753,0.01820574,0.0009063717,0.004908566,0.0004563068,0.00003235004,0.0001186873,0.00003442645,0.003562263],"genre_scores_gemma":[0.9886192,0.008181289,0.0007118929,0.0007255466,0.001365422,0.00002027701,0.0001457663,0.00000661745,0.0002240719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002109234,"threshold_uncertainty_score":0.007056057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06166030724588453,"score_gpt":0.252737494561822,"score_spread":0.1910771873159375,"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."}}