{"id":"W2141859949","doi":"10.1111/vaa.12246","title":"Efficacy of a portable oxygen concentrator with pulsed delivery for treatment of hypoxemia during equine field anesthesia","year":2015,"lang":"en","type":"article","venue":"Veterinary Anaesthesia and Analgesia","topic":"Veterinary Pharmacology and Anesthesia","field":"Veterinary","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Medicine; Anesthesia; Xylazine; Ketamine; Hypoxemia; Bolus (digestion); Premedication; Insufflation; Room air distribution; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000215133,0.0004633402,0.0008936134,0.0001914537,0.000145121,0.00002082293,0.0002524461,0.0001978094,0.00005684785],"category_scores_gemma":[0.00001459494,0.000381742,0.0002011091,0.0002397784,0.0002495572,0.0002761513,0.00003556775,0.00007611253,0.000004198519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000615694,"about_ca_system_score_gemma":0.0001571051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001003318,"about_ca_topic_score_gemma":0.000001963911,"domain_scores_codex":[0.9979005,0.0001641148,0.0006158418,0.000557698,0.0002274634,0.0005343396],"domain_scores_gemma":[0.9985894,0.0001574286,0.0003709455,0.0004279903,0.000144569,0.0003096573],"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":[0.1503809,0.00448655,0.08631559,0.001690076,0.001528527,0.02548255,0.003709023,0.0002707836,0.7083519,0.0011127,0.0006384695,0.01603297],"study_design_scores_gemma":[0.05403339,0.4620572,0.2823964,0.00110692,0.002142122,0.04755997,0.002623412,0.002296767,0.1033094,0.0003996038,0.03869144,0.00338338],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971532,0.001375921,0.00007657665,0.0003959243,0.00003050063,0.0007557854,0.00001454586,0.00007389188,0.0001237083],"genre_scores_gemma":[0.9976965,0.0002931398,0.001441715,0.0001120679,0.00009275672,0.0001131809,0.0000325592,0.00005808689,0.0001600231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6050424,"threshold_uncertainty_score":0.9998634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338731846971642,"score_gpt":0.3125909388286383,"score_spread":0.2492036203589219,"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."}}