{"id":"W2560952688","doi":"10.1089/sur.2016.184","title":"Age and Its Impact on Outcomes with Intra-Abdominal Infection","year":2016,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; General 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":[0.001710353,0.0002495573,0.0004236555,0.0004726147,0.000258192,0.0006959614,0.0002670726,0.0004296575,0.001848155],"category_scores_gemma":[0.006324108,0.0001185828,0.0008043312,0.0007848473,0.0002832815,0.0005194489,0.000500307,0.000809813,0.0001772413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220695,"about_ca_system_score_gemma":0.0003437087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008018173,"about_ca_topic_score_gemma":0.00100428,"domain_scores_codex":[0.9990817,0.0003724993,0.0001206945,0.0001293989,0.0001447515,0.0001509629],"domain_scores_gemma":[0.9944383,0.001376006,0.002843744,0.0002810697,0.0003168653,0.0007441263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001224153,0.00005827596,0.9952473,0.00005208958,0.000228204,0.00004917367,0.00002221268,0.0000801377,0.00007230475,0.00003683795,0.0001533807,0.002775879],"study_design_scores_gemma":[0.0000392283,0.0003602841,0.9984729,0.0000333337,0.0002163408,0.000198116,0.00004518406,0.0001734151,0.0000480808,0.0001115812,0.0002966482,0.000004932746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931889,0.004614937,0.0001454939,0.000264079,0.00004655701,0.00001497941,0.0005349406,0.000004122494,0.001186113],"genre_scores_gemma":[0.9988946,0.0005409663,0.00006176411,0.00004804133,0.00005973779,0.000008457895,0.0003021732,0.000001685746,0.00008254176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848155,"threshold_uncertainty_score":0.009045303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941184385683913,"score_gpt":0.3298611694790347,"score_spread":0.3104493256221956,"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."}}