{"id":"W3113760114","doi":"10.1111/vcp.12915","title":"Effect of time until sample analysis on lactate in dogs with shock","year":2020,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Companion Animal Health Fund","keywords":"Medicine; Hyperlactatemia; Blood lactate; Coefficient of variation; Animal science; Lactic acid; Perfusion; Lactate dehydrogenase; Lactic acidosis; Internal medicine; Nuclear medicine; Chemistry; Biology; Chromatography; Heart rate; Biochemistry; Blood pressure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004324984,0.0001592547,0.001032928,0.0001252341,0.00001272579,0.000002727935,0.00007246813,0.0001266754,0.0003278715],"category_scores_gemma":[0.0005458097,0.0001031582,0.0002814393,0.000440854,0.0001221015,0.00001757759,0.00004999782,0.0002054871,0.0001260895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002097125,"about_ca_system_score_gemma":0.00001866508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003867061,"about_ca_topic_score_gemma":0.000007093327,"domain_scores_codex":[0.9982501,0.0005127278,0.0005002465,0.0004266931,0.0001252586,0.0001850016],"domain_scores_gemma":[0.9971431,0.00226246,0.0001223006,0.0003007482,0.00002323117,0.0001481475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007340939,0.00090281,0.9797832,0.00007826083,0.0005299124,0.003500049,0.00008943476,0.00006870889,0.0008781457,0.000006436507,0.0001378499,0.006684287],"study_design_scores_gemma":[0.006124949,0.1192314,0.8711798,0.00007188617,0.001345522,0.00006736072,0.000007994638,0.0005715308,0.0006687069,0.00001071545,0.0005893274,0.000130752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977129,0.00005771947,0.00002389848,0.001412543,0.00003553475,0.0002788019,0.00002605169,0.00002781849,0.0004248092],"genre_scores_gemma":[0.9975968,0.00009552111,0.0004759066,0.001657399,0.0000486848,0.00003114302,0.00005939016,0.00001547773,0.00001965678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1183286,"threshold_uncertainty_score":0.4206669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308565211351141,"score_gpt":0.4315096228791588,"score_spread":0.3006531017440448,"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."}}