{"id":"W4391941344","doi":"10.1016/j.vaa.2023.10.003","title":"Lung ventilation/perfusion in FLEX-ventilated horses","year":2024,"lang":"en","type":"article","venue":"Veterinary Anaesthesia and Analgesia","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Medicine; Anesthesia; FLEX; Ventilation (architecture); Perfusion; Lung; Mechanical ventilation; Cardiology; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007133402,0.0003505242,0.0003811499,0.0007037563,0.0001670992,0.0002157206,0.0002981344,0.0002008639,0.0009326477],"category_scores_gemma":[0.00006029552,0.0003204633,0.0001488355,0.0009192105,0.0001880635,0.0005294466,0.000253591,0.0005058302,0.0001968906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129242,"about_ca_system_score_gemma":0.00008572444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001112961,"about_ca_topic_score_gemma":0.000005513639,"domain_scores_codex":[0.9972895,0.0002886115,0.0005149696,0.0007727631,0.0004876638,0.00064654],"domain_scores_gemma":[0.9991527,0.0001094153,0.00004651372,0.0003834247,0.00003567861,0.0002722488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005093294,0.0008330068,0.02182053,0.002693587,0.000210304,0.154586,0.002423393,0.00003733571,0.3682264,0.006548639,0.006147554,0.43138],"study_design_scores_gemma":[0.002463579,0.02827469,0.4693559,0.005749381,0.0002221921,0.02031236,0.0009479674,0.179389,0.001136355,0.003290635,0.2858143,0.003043688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907523,0.005972814,0.0001585912,0.00108765,0.000211001,0.0003285049,0.000008506501,0.000296962,0.001183685],"genre_scores_gemma":[0.9973912,0.001158588,0.0002744861,0.00008991069,0.000144637,0.0000597637,0.00004262096,0.00006858765,0.0007701779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4475353,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05570656595067367,"score_gpt":0.3650396736005187,"score_spread":0.309333107649845,"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."}}