{"id":"W4255659720","doi":"10.1186/s13089-020-00191-6","title":"Abstracts from the Veterinary Emergency and Critical Care Ultrasound Society","year":2020,"lang":"en","type":"article","venue":"The Ultrasound Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sonographer; Point of care ultrasound; Medicine; Ultrasound; Interventional radiology; Medical physics; Interpretation (philosophy); Medical education; Radiology; Computer science","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":[0.0004754051,0.0002486327,0.0003108351,0.000009351192,0.001003296,0.000174175,0.000441618,0.0001509321,0.001642982],"category_scores_gemma":[0.003846483,0.000136127,0.0003381562,0.0002098289,0.0006310829,0.0001527248,0.00007051012,0.001568511,0.00014282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000535654,"about_ca_system_score_gemma":0.0001226068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003679867,"about_ca_topic_score_gemma":0.000005193493,"domain_scores_codex":[0.99791,0.0001507762,0.0006953344,0.0003470505,0.0005021184,0.000394698],"domain_scores_gemma":[0.9916341,0.006969512,0.0001770122,0.0004632509,0.0002410449,0.0005150888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009735964,0.0007543938,0.3333757,0.0003081479,0.001475565,0.00008478254,0.07343844,0.00004249067,0.4098069,0.002027775,0.1691259,0.008586271],"study_design_scores_gemma":[0.001435904,0.0008955359,0.8746874,0.00008601351,0.0009004159,0.003299555,0.0202923,0.00001677662,0.0006209434,0.01026404,0.08709882,0.000402269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565252,0.003729473,0.0005597108,0.03681425,0.0003738714,0.0003074095,0.00014254,0.0000573785,0.001490149],"genre_scores_gemma":[0.9851797,0.002234535,0.002544805,0.007048606,0.002833008,0.0000162655,0.00004428257,0.00003956618,0.00005924347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5413117,"threshold_uncertainty_score":0.9992697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07195166358612022,"score_gpt":0.3613845711576589,"score_spread":0.2894329075715387,"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."}}