{"id":"W2619168290","doi":"10.3138/jvme.1115-188r","title":"Evaluation of a Jugular Venipuncture Alpaca Model to Teach the Technique of Blood Sampling in Adult Alpacas","year":2017,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Venipuncture; Medicine; Blood sampling; Physical therapy; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00891313,0.0001256927,0.0003647884,0.0002268847,0.0003876888,0.00000933174,0.0005098621,0.0001943221,0.000138276],"category_scores_gemma":[0.01581904,0.00008452605,0.00009164358,0.0001346088,0.0001048528,0.0003463031,0.0001483313,0.000808885,0.000003814561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492604,"about_ca_system_score_gemma":0.004550918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001253912,"about_ca_topic_score_gemma":0.00002029196,"domain_scores_codex":[0.996477,0.0008381069,0.001084028,0.0001392655,0.001259378,0.0002021924],"domain_scores_gemma":[0.9952802,0.0003936284,0.00167715,0.0004793237,0.002013603,0.0001561064],"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":[0.006539848,0.01599244,0.06169041,0.004683032,0.001715691,0.00007297005,0.2254517,0.003350949,0.2182962,0.006066556,0.04252308,0.4136171],"study_design_scores_gemma":[0.01475366,0.01340136,0.6724196,0.03094578,0.005109736,0.003286988,0.1474154,0.01341968,0.003502266,0.03954178,0.05473398,0.001469805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769548,0.0004165808,0.00146472,0.0184382,0.001140526,0.0006796519,0.000003092277,0.000003866046,0.0008985455],"genre_scores_gemma":[0.9940059,0.0002797544,0.004310729,0.0007135273,0.0004436398,0.0001708533,0.00000226827,0.00001341047,0.00005992912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6107292,"threshold_uncertainty_score":0.9924712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5439295479066508,"score_gpt":0.6064603180648536,"score_spread":0.06253077015820274,"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."}}