{"id":"W1988779489","doi":"10.3138/jvme.32.2.182","title":"Quality of Life and Stress Factors for Veterinary Medical Students","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Veterinary medicine; Medicine; Coping (psychology); Medical education; Psychology; Clinical psychology","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00406493,0.000176221,0.000584251,0.0001868284,0.0003176573,0.00001348868,0.0004744858,0.0002807982,0.001197426],"category_scores_gemma":[0.01217465,0.0001380233,0.0001276458,0.000125156,0.0001654576,0.0004832101,0.0002344862,0.0006675621,0.000009186973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303672,"about_ca_system_score_gemma":0.003194046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005026455,"about_ca_topic_score_gemma":0.00001124531,"domain_scores_codex":[0.9954563,0.0008133717,0.001697818,0.000189372,0.001542127,0.0003009466],"domain_scores_gemma":[0.9945825,0.002518038,0.001338331,0.0002036538,0.0005999502,0.0007575056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005843349,0.007836808,0.7488644,0.004123565,0.0007071,0.00002581326,0.03403992,0.000002279284,0.00181479,0.0004448062,0.0632683,0.1330289],"study_design_scores_gemma":[0.003361441,0.003870753,0.6810651,0.001250188,0.00007422602,0.0002300066,0.0388093,0.00002940149,0.00001447185,0.0001183998,0.2709188,0.0002579134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808506,0.001431291,0.0002343141,0.0140037,0.002894367,0.0003222887,0.00001788398,0.0000121138,0.0002334885],"genre_scores_gemma":[0.9930945,0.001366234,0.001124272,0.002137781,0.001897301,0.00005277183,0.00001589593,0.00001951988,0.0002917345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2076505,"threshold_uncertainty_score":0.9997156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5133594208954873,"score_gpt":0.6238923508088158,"score_spread":0.1105329299133285,"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."}}