{"id":"W4315880894","doi":"10.2460/javma.22.10.0461","title":"Differences in career paths of alumni of the Cornell Leadership Program from North American universities compared with those alumni from universities in other countries","year":2023,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Career path; Medical education; Career development; Political science; Psychology; Medicine; Management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008299507,0.0001418607,0.0006604297,0.0001529014,0.0001744226,0.000007515192,0.0004857283,0.00006159698,0.0000779434],"category_scores_gemma":[0.0002682187,0.00008624309,0.0001047596,0.001002533,0.0006935094,0.0002048525,0.0001867919,0.0006777048,0.000004738756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000633394,"about_ca_system_score_gemma":0.0009229718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0136993,"about_ca_topic_score_gemma":0.004925498,"domain_scores_codex":[0.9963063,0.001686665,0.00064486,0.0001357858,0.0009289531,0.0002974221],"domain_scores_gemma":[0.994246,0.002484779,0.002728073,0.0001962209,0.0002801424,0.00006476282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008221832,0.0001511573,0.9653353,0.00003917519,0.0002055348,0.00002337909,0.03180739,0.0000281456,0.00004323186,0.000004411455,0.0009412557,0.0005987977],"study_design_scores_gemma":[0.0005016663,0.000573312,0.6817706,0.0004017902,0.00005623631,0.000001702076,0.3157198,0.0000805318,0.000004051432,0.00001468093,0.0008115459,0.00006410512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933862,0.00008012005,0.000004074936,0.005673924,0.0003892191,0.0002212859,0.0001066164,0.00001387171,0.0001246888],"genre_scores_gemma":[0.9987383,0.0002598839,0.00007864059,0.0005096648,0.0001234482,0.000008551857,0.000005689467,0.00001166682,0.0002640812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2839124,"threshold_uncertainty_score":0.9928685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2477535308704921,"score_gpt":0.4077128507676246,"score_spread":0.1599593198971326,"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."}}