{"id":"W4403595466","doi":"10.1016/j.vaa.2024.10.081","title":"Analgesic practices for acute pain management by veterinarians in Africa","year":2024,"lang":"en","type":"article","venue":"Veterinary Anaesthesia and Analgesia","topic":"Veterinary Pharmacology and Anesthesia","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Analgesic; Acute pain; Pain management; Anesthesia; Intensive care 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"],"consensus_categories":[],"category_scores_codex":[0.001616215,0.0006003372,0.0005854646,0.0005545761,0.0003060083,0.0002708527,0.0004639996,0.0002625587,0.000173075],"category_scores_gemma":[0.00002095933,0.0005818809,0.0002289801,0.0005872184,0.0001984972,0.0007614883,0.0001386783,0.0003848484,0.00006352573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009327802,"about_ca_system_score_gemma":0.00004134002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004583757,"about_ca_topic_score_gemma":0.00000225444,"domain_scores_codex":[0.9964032,0.0006088114,0.0006104524,0.001199872,0.0002408765,0.0009368339],"domain_scores_gemma":[0.9987849,0.0003239006,0.00020849,0.0004243673,0.00002705252,0.0002313093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01670853,0.001892086,0.003966391,0.005900076,0.003758875,0.2273786,0.005117963,0.00002437294,0.2135625,0.02382905,0.1009457,0.3969159],"study_design_scores_gemma":[0.001594181,0.01688743,0.00442496,0.0005547027,0.0006445484,0.008237123,0.001088479,0.008513609,0.0000675185,0.001804544,0.9548191,0.001363794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835212,0.007206205,0.001465633,0.004002331,0.0002330724,0.001047773,0.00006970326,0.000436691,0.002017383],"genre_scores_gemma":[0.9920532,0.002214757,0.001846854,0.0005988071,0.0001353273,0.0006526907,0.00008141517,0.0001118968,0.002305041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8538734,"threshold_uncertainty_score":0.9996632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06073855124760445,"score_gpt":0.3556021988721925,"score_spread":0.294863647624588,"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."}}