{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001377492,0.0001348115,0.0002560839,0.0001648985,0.0002924832,0.00001607511,0.0004339761,0.0001750085,0.001364948],"category_scores_gemma":[0.0006420047,0.0001055655,0.00007476622,0.00008131576,0.00008407245,0.0005008402,0.0001818073,0.0004470246,0.00003260417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007848354,"about_ca_system_score_gemma":0.0003535785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002376405,"about_ca_topic_score_gemma":0.000001826593,"domain_scores_codex":[0.9981026,0.0002871048,0.000764591,0.0001843331,0.0004306783,0.0002306596],"domain_scores_gemma":[0.9981243,0.0003354429,0.0006374341,0.0001436046,0.0004620202,0.0002971724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01517223,0.01182844,0.5742444,0.001955261,0.000935351,0.0002575342,0.06913072,2.36922e-7,0.004012809,0.0009205017,0.05451572,0.2670268],"study_design_scores_gemma":[0.001952525,0.005528886,0.5574464,0.0006421774,0.00007771547,0.001960855,0.01705804,0.00001297899,0.000004142601,0.001007824,0.4141289,0.0001795056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852996,0.0004860524,0.0001298421,0.003493641,0.008043608,0.0002673949,0.000003712213,0.00001577047,0.002260341],"genre_scores_gemma":[0.9884857,0.001337784,0.004170318,0.003674687,0.001541634,0.0001072766,0.000008630312,0.00001562574,0.000658322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3596132,"threshold_uncertainty_score":0.999548,"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."}}