{"id":"W4280498118","doi":"10.2460/javma.22.01.0048","title":"Veterinarians’ use of the Talking Physical Exam as a communication tool","year":2022,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Royal Canin; Zoetis","keywords":"Cape; Medicine; Relevance (law); Companion animal; Family medicine; Medical education; Veterinary medicine; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003025215,0.0001245764,0.0004167137,0.00006779852,0.001493188,0.00001500972,0.0008447602,0.00005314266,0.000324009],"category_scores_gemma":[0.005130992,0.00007831521,0.0002830981,0.0005990026,0.0001842017,0.0003409567,0.001208274,0.001696775,0.00001409506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008283253,"about_ca_system_score_gemma":0.0006427824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002861476,"about_ca_topic_score_gemma":0.000003366191,"domain_scores_codex":[0.9922037,0.004904807,0.0008420331,0.0001167584,0.001661668,0.0002710344],"domain_scores_gemma":[0.9917131,0.003113081,0.0042773,0.0004804511,0.0003450697,0.00007099574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006100888,0.004759184,0.5647404,0.0003856011,0.002450872,0.0001461604,0.1050288,0.0007080312,0.03911136,0.001386567,0.2132298,0.06195233],"study_design_scores_gemma":[0.001040522,0.002662564,0.4828505,0.0003097026,0.0002181782,0.0005664385,0.02502076,0.0002799261,0.00002042953,0.0004187782,0.4864112,0.0002010112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678276,0.00005348992,0.00002174571,0.02986775,0.001629539,0.0002455681,0.00001181368,0.00001140536,0.000331088],"genre_scores_gemma":[0.9940696,0.0001367781,0.0001484613,0.004090493,0.000409504,0.0000543762,0.000001415296,0.00001742009,0.001071989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2731813,"threshold_uncertainty_score":0.9998068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1990713240782235,"score_gpt":0.4725572237377473,"score_spread":0.2734858996595239,"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."}}