{"id":"W2063937629","doi":"10.1111/j.1939-165x.2007.tb00221.x","title":"Evaluation of the Accutrend for lactate measurement in dogs","year":2007,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Confidence interval; Medicine; Limits of agreement; Blood lactate; Nuclear medicine; Reference values; CATS; Accuracy and precision; Internal medicine; Animal science; Mathematics; Biology; Heart rate; Statistics","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":[0.01133587,0.0008130996,0.0006406008,0.001045696,0.0003113639,0.001338073,0.001329322,0.001118481,0.0004170567],"category_scores_gemma":[0.01751095,0.0003952233,0.0003996858,0.0007197305,0.001070345,0.0004795292,0.000582562,0.0005167757,0.0004736398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008702762,"about_ca_system_score_gemma":0.0007580395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611822,"about_ca_topic_score_gemma":0.002055444,"domain_scores_codex":[0.9848258,0.004793825,0.0008166753,0.002432377,0.006897349,0.0002340555],"domain_scores_gemma":[0.9869139,0.004251792,0.002553132,0.0006696085,0.005344771,0.0002668168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007424485,0.0004985731,0.4410902,0.001404408,0.0006845926,0.0004367105,0.001080242,0.005647965,0.3190468,0.0006651601,0.003028245,0.2189926],"study_design_scores_gemma":[0.0004306279,0.01976975,0.4867401,0.0006263452,0.001626036,0.005520731,0.0004650039,0.04430065,0.4218919,0.0004521226,0.01796386,0.0002129122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883535,0.00977187,0.0963763,0.0004857486,0.000259493,0.0003527836,0.0008767235,0.0009700684,0.002553501],"genre_scores_gemma":[0.8853763,0.00194966,0.1095913,0.0004121316,0.0001142424,0.0002403094,0.001275553,0.00009852774,0.0009421153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01133587,"threshold_uncertainty_score":0.05995059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.532959024002902,"score_gpt":0.5514117076380503,"score_spread":0.01845268363514829,"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."}}