{"id":"W4309662017","doi":"10.1111/vsu.13921","title":"Outcome in 38 dogs surgically treated for hepatic abscessation","year":2022,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Surgery; Perioperative; Peritonitis; Medical record; Clinical significance; Pneumonia; Retrospective cohort study; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003432739,0.0001095256,0.0002997835,0.0002761551,0.0001398565,0.000007431573,0.0000265364,0.00003423602,0.00070347],"category_scores_gemma":[0.00005479047,0.00009954059,0.0001595708,0.0002889419,0.00001730342,0.00006082035,0.00003540167,0.00009291303,0.00001608177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119153,"about_ca_system_score_gemma":0.00005537049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003020797,"about_ca_topic_score_gemma":0.000004228839,"domain_scores_codex":[0.9990629,0.0000758344,0.0003262007,0.0001949346,0.0001398948,0.0002002182],"domain_scores_gemma":[0.999357,0.000326581,0.0000661592,0.0001709992,0.00002780476,0.00005144465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000540733,0.000496119,0.9939388,0.00006351191,0.00004531857,0.0006824165,0.00005556921,0.0000234856,0.0002791258,0.00002396629,0.0003732358,0.00347774],"study_design_scores_gemma":[0.001888463,0.001247415,0.9711946,0.00003331095,0.00005517234,0.0006590203,0.00006030621,0.0007875745,0.00004366496,0.00009057629,0.02376134,0.0001786006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976309,0.00004782225,0.00004744224,0.0002240124,0.0003083419,0.0004219399,0.00002978451,0.00006464071,0.001225097],"genre_scores_gemma":[0.9976197,0.00001314524,0.00009702605,0.0001221116,0.00003662631,0.000524224,0.000239093,0.00002051158,0.001327594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02338811,"threshold_uncertainty_score":0.7702503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07861984791694596,"score_gpt":0.3294500025585321,"score_spread":0.2508301546415861,"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."}}