{"id":"W3213883759","doi":"10.3138/jvme-2021-0073","title":"Authentic Conversations about Self-Care with Fourth-Year Veterinary Medical Students","year":2021,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medical education; Distress; Coping (psychology); Psychology; Conversation; Realm; Intervention (counseling); Focus group; Medicine; Nursing; Clinical psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001802292,0.0002498477,0.0005049322,0.0002302555,0.0007054541,0.000052457,0.0006257085,0.0003329209,0.006417748],"category_scores_gemma":[0.002489764,0.0002008837,0.0001470491,0.000415718,0.0001464801,0.0005940397,0.00033634,0.001431874,0.0002817473],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004301147,"about_ca_system_score_gemma":0.01222637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000242342,"about_ca_topic_score_gemma":0.00001151541,"domain_scores_codex":[0.9941872,0.001220388,0.001197723,0.0003117771,0.00262164,0.0004612099],"domain_scores_gemma":[0.99536,0.000837345,0.0008729558,0.0004001882,0.00166479,0.0008647128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005543978,0.01682984,0.4979894,0.007155379,0.003324975,0.009292375,0.2486722,0.000007233827,0.001042677,0.001260229,0.1397179,0.06916387],"study_design_scores_gemma":[0.004615436,0.004385997,0.1670534,0.0044399,0.0004201343,0.008650799,0.1668407,0.00003152244,0.00001037302,0.00009457489,0.6430222,0.0004348927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746149,0.001613332,0.0002699592,0.01497033,0.006101395,0.0002867787,0.000004838684,0.00005133267,0.002087174],"genre_scores_gemma":[0.9870024,0.002219472,0.003318519,0.004236381,0.002117898,0.00008929788,0.00004591755,0.00004334867,0.0009267535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5033044,"threshold_uncertainty_score":0.9944905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2018931292907807,"score_gpt":0.5240040601949905,"score_spread":0.3221109309042097,"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."}}