{"id":"W2917143567","doi":"10.3138/jvme.1017-149r","title":"Peer-Led Academic Support for Pre-Arrival Students of the BVM&S Degree Program","year":2019,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Feeling; Psychological resilience; Peer support; Stressor; Psychology; Medicine; Mental health; Focus group; Nursing; Pedagogy; Sociology","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":[0.006231861,0.0006600539,0.0005219591,0.0007620328,0.003176938,0.002291875,0.002548603,0.0009000156,0.009426],"category_scores_gemma":[0.01978878,0.0003702475,0.0005347854,0.0003130328,0.000759541,0.001080323,0.004622385,0.002058501,0.002307506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265971,"about_ca_system_score_gemma":0.006606884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773117,"about_ca_topic_score_gemma":0.005218447,"domain_scores_codex":[0.9953126,0.00260439,0.0001131972,0.0002817612,0.0007284671,0.0009595982],"domain_scores_gemma":[0.9780272,0.002182529,0.001542709,0.0007846861,0.002719504,0.01474333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002340506,0.1064975,0.1442631,0.0008036064,0.0001318353,0.001764713,0.05403599,0.0008719697,0.009088377,0.0004109192,0.02087535,0.6589161],"study_design_scores_gemma":[0.002014642,0.1294342,0.4999611,0.0009247784,0.0002919685,0.001357824,0.2422711,0.006979089,0.0172914,0.001756367,0.09735614,0.0003613622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956582,0.00008453505,0.0005875421,0.0007022867,0.0001117743,0.0006464456,0.0000501039,0.00008032009,0.002078914],"genre_scores_gemma":[0.9893771,0.0002388193,0.004634528,0.0003605093,0.0001313383,0.0009750093,0.0001314665,0.00002724274,0.004123954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009426,"threshold_uncertainty_score":0.03295761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4478008477120017,"score_gpt":0.6237894468258397,"score_spread":0.175988599113838,"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."}}