{"id":"W1600722993","doi":"10.1111/j.1939-1676.2010.0648.x","title":"The Feline Acute Patient Physiologic and Laboratory Evaluation (Feline APPLE) Score: A Severity of Illness Stratification System for Hospitalized Cats","year":2010,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Guelph General Hospital","funders":"","keywords":"Medicine; CATS; Cohort; Triage; Receiver operating characteristic; Logistic regression; Cohort study; Internal medicine; Retrospective cohort study; Severity of illness; Emergency medicine; Intensive care unit","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":[0.001126233,0.0001700176,0.0005216642,0.00009683543,0.00009096683,0.0000118578,0.0001213385,0.00007553638,0.00002095208],"category_scores_gemma":[0.0004503654,0.0000889169,0.0001081991,0.0001038743,0.0001798761,0.00008915331,0.00002823215,0.0002273401,5.573687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009929046,"about_ca_system_score_gemma":0.0001101306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003340047,"about_ca_topic_score_gemma":0.000005020365,"domain_scores_codex":[0.9982004,0.0001055962,0.0008809267,0.0001621644,0.0005137112,0.0001372339],"domain_scores_gemma":[0.997037,0.0002724405,0.0009834964,0.0002417575,0.001332826,0.0001325049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01009148,0.001250728,0.01212471,0.0007453405,0.001583899,0.0002237778,0.002376936,0.00001022134,0.8458961,0.0002029583,0.00337002,0.1221238],"study_design_scores_gemma":[0.04545843,0.1242542,0.6406534,0.009093118,0.007449985,0.009503257,0.01103446,0.009879167,0.1269589,0.0008296784,0.01408374,0.0008016618],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993944,0.001400716,0.0002219994,0.002198504,0.001375077,0.0007917005,0.00003827271,0.000008253797,0.00002147534],"genre_scores_gemma":[0.9980446,0.0004716598,0.0006296582,0.0001228072,0.0005994134,0.00007888053,0.00003051225,0.00001398422,0.000008558362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7189372,"threshold_uncertainty_score":0.3625926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06857979940945433,"score_gpt":0.3802554407244702,"score_spread":0.3116756413150158,"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."}}