{"id":"W3122951106","doi":"10.1002/vetr.4","title":"Companion animal veterinarians’ and veterinary clients’ perceptions of information exchanged while communicating about blood tests","year":2021,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Snowball sampling; Medicine; Veterinary medicine; Test (biology); Companion animal; Animal welfare; Family medicine; Perception; Nursing; Psychology; Pathology","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":[0.0006299734,0.0002852197,0.0005223926,0.000199843,0.001268001,0.00004428324,0.0002615513,0.0002005281,0.0008346648],"category_scores_gemma":[0.0002893132,0.0003039766,0.00009828517,0.0003935719,0.0001600941,0.001238008,0.0009687918,0.0006187817,0.0001928091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008068811,"about_ca_system_score_gemma":0.0001735232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002771988,"about_ca_topic_score_gemma":0.00002085783,"domain_scores_codex":[0.9968431,0.001049429,0.001033228,0.0003302825,0.0002384586,0.0005054738],"domain_scores_gemma":[0.9973298,0.0006751667,0.0006325872,0.0007507442,0.0004496102,0.0001621134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001777567,0.001439787,0.5905764,0.003480295,0.0005123038,0.0001684167,0.06076017,0.000002861073,0.2937739,0.0005169903,0.005391431,0.04159991],"study_design_scores_gemma":[0.002118222,0.005526798,0.7234496,0.001033294,0.0001992463,0.001115711,0.0695108,0.0001524525,0.00003312681,0.0000629537,0.1962346,0.0005631641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905882,0.0005350031,0.00007345143,0.0009210917,0.0009118873,0.000474102,0.00008374052,0.0001257962,0.006286663],"genre_scores_gemma":[0.9891825,0.002308664,0.006928434,0.0005051619,0.0002022489,0.0002590305,0.0001966104,0.00003292526,0.0003844654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2937408,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2525565262561461,"score_gpt":0.4491652708877615,"score_spread":0.1966087446316155,"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."}}