{"id":"W1973401064","doi":"10.3138/jvme.30.3.207","title":"Veterinary Medicine: A Profession or a Business?","year":2003,"lang":"en","type":"letter","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Veterinary medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004253299,0.0006386854,0.0009700916,0.0006319447,0.006920266,0.007284797,0.001694534,0.06208815,0.009398035],"category_scores_gemma":[0.01497315,0.0004885314,0.0005772298,0.0009630655,0.009403137,0.007514642,0.002935726,0.03710435,0.00828266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008350683,"about_ca_system_score_gemma":0.01001306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02096657,"about_ca_topic_score_gemma":0.04538785,"domain_scores_codex":[0.9945291,0.001482982,0.0005800264,0.0008030272,0.001663477,0.0009414749],"domain_scores_gemma":[0.9934344,0.002953519,0.0005491287,0.0001763757,0.001295089,0.001591391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003195763,0.00004304473,0.0006410319,0.0001105177,0.000004191386,0.00192677,0.001755775,0.00003137839,0.0002672549,0.02839631,0.9524553,0.01433641],"study_design_scores_gemma":[0.00003242352,0.00004487933,0.0007850617,0.0005102877,0.000005194941,0.00214419,0.00305536,0.00008262133,0.00005232165,0.01319238,0.9800689,0.00002631718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000331976,0.002032087,0.00005868247,0.9761754,0.01075327,0.000006850891,0.000009297231,0.000007337481,0.01062519],"genre_scores_gemma":[0.004297737,0.001041478,0.0000815592,0.9689167,0.01068242,0.00001247408,0.000005028304,0.00000807035,0.01495457],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06208815,"threshold_uncertainty_score":0.06058872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4889244141635303,"score_gpt":0.5789523414821284,"score_spread":0.09002792731859804,"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."}}