{"id":"W2587941444","doi":"10.3138/jvme.1115-181r1","title":"Pilot Study of Veterinary Student Mindset and Association with Academic Performance and Perceived Stress","year":2017,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Psychological resilience; Baseline (sea); Psychology; Resilience (materials science); Medical education; Applied psychology; Medicine; Social psychology; Political science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001779472,0.0001507789,0.0003877488,0.0001419364,0.0008710504,0.00002611674,0.0002814012,0.000100553,0.00009957686],"category_scores_gemma":[0.001345529,0.0001137504,0.00001912941,0.00005405112,0.0001171435,0.000803954,0.0002211731,0.0009449721,0.000003724405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570357,"about_ca_system_score_gemma":0.0008306872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001407428,"about_ca_topic_score_gemma":0.00001985476,"domain_scores_codex":[0.9975962,0.0004928012,0.0007586911,0.0001781664,0.0007511498,0.0002230089],"domain_scores_gemma":[0.9965703,0.0005083767,0.001963416,0.0002480179,0.0004665603,0.0002432825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001494411,0.001806136,0.9572477,0.000372221,0.0001556572,0.00002262072,0.02809988,5.268369e-7,0.0008859139,0.00000289242,0.001759982,0.008152002],"study_design_scores_gemma":[0.001880827,0.02141107,0.9181751,0.001052099,0.0001178862,0.0002935265,0.0548051,0.000009847401,0.000002233564,0.000005248326,0.002145306,0.0001017843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948688,0.0003806007,0.000002249398,0.002565996,0.00151857,0.00036818,0.000002875668,0.000005946224,0.000286804],"genre_scores_gemma":[0.9960425,0.002660573,0.0001307831,0.0002129909,0.0005634352,0.00004680835,0.000002203623,0.00001387037,0.0003268029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03907268,"threshold_uncertainty_score":0.6699504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3594278842557086,"score_gpt":0.5523916668439217,"score_spread":0.1929637825882131,"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."}}