{"id":"W2014981989","doi":"10.3138/jvme.0511.053","title":"Psychological Services for US and International Veterinary Students","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; Medicine; Veterinary 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":[0.003234691,0.0001156503,0.000154371,0.001249074,0.002169064,0.00127059,0.0003935544,0.0007306677,0.007221679],"category_scores_gemma":[0.01049847,0.0001577618,0.0002120001,0.001123912,0.0006307647,0.0007198824,0.001970858,0.001011971,0.0003977261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336136,"about_ca_system_score_gemma":0.004943935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008989442,"about_ca_topic_score_gemma":0.03393827,"domain_scores_codex":[0.9966518,0.001668486,0.0002061517,0.0001055355,0.0004417424,0.0009262926],"domain_scores_gemma":[0.9870286,0.002128556,0.002640706,0.0003011336,0.001178361,0.006722593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001921477,0.001007517,0.8862503,0.0001727629,0.00001820746,0.0003011729,0.02021675,0.00006360449,0.0007252285,0.0006885072,0.005426761,0.08493698],"study_design_scores_gemma":[0.00003784637,0.001047047,0.9026006,0.0002381233,0.00001822593,0.0005338867,0.0784132,0.0001572592,0.0002967774,0.0001803684,0.01645432,0.00002239058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856182,0.0005464739,0.00008643003,0.004801549,0.00005407559,0.00009789257,0.0001466453,0.00001026737,0.00863848],"genre_scores_gemma":[0.9973689,0.0004483644,0.0003082425,0.000507675,0.00003081941,0.00005995806,0.00005931098,0.0000025044,0.001214303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008989442,"threshold_uncertainty_score":0.0241589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5927762957353139,"score_gpt":0.6265421075704405,"score_spread":0.03376581183512661,"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."}}