{"id":"W1426136295","doi":"","title":"EDUCATION, LICENSING, AND THE EXPANDING SCOPE OF VETERINARY PRACTICE MEMBERS EXPRESS THEIR VIEWS","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Scope (computer science); Veterinary medicine; Medicine; Scope of practice; Public relations; Medical education; Political science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01287657,0.0005064095,0.0005421664,0.000682917,0.01066901,0.009528941,0.003194622,0.01250066,0.00707928],"category_scores_gemma":[0.02908266,0.0003945987,0.0004937,0.001509311,0.006171425,0.003361233,0.002636358,0.006937791,0.001337821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01961501,"about_ca_system_score_gemma":0.03773709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4663,"about_ca_topic_score_gemma":0.4448779,"domain_scores_codex":[0.9897976,0.001942402,0.0002773679,0.0004853841,0.004876269,0.002620889],"domain_scores_gemma":[0.9662449,0.006964609,0.001502889,0.0006831508,0.0129941,0.01161032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001166776,0.00006763625,0.01343773,0.0002914379,0.00002279407,0.0008296658,0.04821906,0.0002525302,0.001398139,0.008917669,0.869211,0.0572358],"study_design_scores_gemma":[0.00001352494,0.00005029833,0.01059033,0.0003860192,0.00001763874,0.0002795475,0.07650623,0.0001521987,0.0004377593,0.0006477158,0.9108357,0.00008289386],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02140559,0.007432301,0.000171194,0.939294,0.0112687,0.00003211882,0.0001074735,0.00002269746,0.02026595],"genre_scores_gemma":[0.4251149,0.01950891,0.0009413862,0.4537543,0.01505298,0.00007710665,0.0001876282,0.0001147912,0.08524805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4663,"threshold_uncertainty_score":0.9271718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1738733601611811,"score_gpt":0.4225093628158832,"score_spread":0.2486360026547021,"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."}}