{"id":"W3215628565","doi":"10.1002/vro2.23","title":"The use of the roter interaction analysis system in assessing veterinary student clinical communication skills during equine wellness examinations in rural Kentucky, USA: A pilot study","year":2021,"lang":"en","type":"article","venue":"Veterinary Record Open","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Context (archaeology); Observational study; Medicine; Communication skills; Medical education; Animal welfare; Facilitation; Veterinary medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003014204,0.0003673935,0.0002675341,0.0007039933,0.0007364812,0.0005967219,0.0004228732,0.000586596,0.001819521],"category_scores_gemma":[0.007745584,0.000249883,0.000195782,0.0002591064,0.0004076,0.000532512,0.0009097214,0.00049335,0.000464339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006471798,"about_ca_system_score_gemma":0.001199482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007244637,"about_ca_topic_score_gemma":0.0247197,"domain_scores_codex":[0.9980898,0.00118209,0.00014294,0.0002285107,0.000202508,0.0001541808],"domain_scores_gemma":[0.9940765,0.002280795,0.0007271576,0.0002741191,0.001983406,0.000658041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002015884,0.004661331,0.7436036,0.0004115823,0.00007120446,0.001034972,0.04410645,0.000411413,0.07404087,0.00005103031,0.0006977093,0.128894],"study_design_scores_gemma":[0.00009383218,0.01031628,0.9636576,0.00005553751,0.00005449168,0.0004940777,0.01741097,0.001977419,0.004420788,0.00001884258,0.001460267,0.00003979434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990613,0.00001866404,0.0003439468,0.00002056001,0.000002145524,0.0002008444,0.00004956808,0.00001097359,0.0002919814],"genre_scores_gemma":[0.9932742,0.00008353141,0.004998811,0.00006147056,0.000009856697,0.0005508207,0.0001604072,0.000009959711,0.0008508324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007244637,"threshold_uncertainty_score":0.01594085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.530065045452838,"score_gpt":0.5772430943206092,"score_spread":0.04717804886777122,"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."}}