{"id":"W2071866023","doi":"10.1111/vcp.12013","title":"Reliability of 400‐cell and 5‐field leukocyte differential counts for equine bronchoalveolar lavage fluid","year":2013,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; University of Calgary","funders":"","keywords":"Bronchoalveolar lavage; Cell counting; Enumeration; Pathology; Mast cell; Intraclass correlation; Medicine; Hemocytometer; Reproducibility; Immunology; Lung; Mathematics; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001049269,0.00026227,0.0007150316,0.00009707364,0.00007785567,0.00002181497,0.0004362106,0.0004625277,0.003168189],"category_scores_gemma":[0.002143135,0.0002246791,0.0002546971,0.00008001181,0.0006309964,0.0001560462,0.0007138881,0.0005371268,0.0004227162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000305889,"about_ca_system_score_gemma":0.00005883742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000036458,"about_ca_topic_score_gemma":6.234064e-7,"domain_scores_codex":[0.9968126,0.000597222,0.00102867,0.0007049962,0.0002835988,0.0005728505],"domain_scores_gemma":[0.9962683,0.002308689,0.0001863858,0.0007481925,0.0001887865,0.000299632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.005944164,0.001612292,0.006579686,0.001269631,0.00007597856,0.001232249,0.0001573968,5.889285e-7,0.8937533,0.0002153489,0.02851323,0.06064615],"study_design_scores_gemma":[0.0187374,0.3824778,0.3452,0.0003894262,0.0003168106,0.003952769,0.0002120614,0.006791838,0.00617276,0.01046206,0.2227869,0.002500226],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926609,0.0002312139,0.0020156,0.0004322668,0.0008590423,0.000800971,0.000042398,0.00007290355,0.002884668],"genre_scores_gemma":[0.9954513,0.0002301835,0.002288385,0.0003513462,0.0003415457,0.0001500134,0.00003275043,0.00004527488,0.001109259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8875805,"threshold_uncertainty_score":0.9977431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131220140880546,"score_gpt":0.4355404333072473,"score_spread":0.3043202924267014,"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."}}