{"id":"W4311569669","doi":"10.32920/21737357","title":"Voices of Distress: The Emotional Peril of Not Attaining a Dietetic Internship in Ontario","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internship; Accreditation; Licensure; Medical education; Medicine; Distress; Workgroup; Psychology; Position (finance); Nursing; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002816913,0.0003653704,0.0005408961,0.0007699981,0.01886712,0.004284715,0.001725524,0.001654308,0.00243669],"category_scores_gemma":[0.006825293,0.0005622223,0.000394922,0.001549297,0.01097478,0.001932487,0.006460337,0.00346586,0.0002518856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03714789,"about_ca_system_score_gemma":0.03320193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8170308,"about_ca_topic_score_gemma":0.9351531,"domain_scores_codex":[0.9966133,0.001019447,0.0001094562,0.0001930462,0.0008147139,0.001250039],"domain_scores_gemma":[0.9936712,0.001263375,0.001293409,0.0001502734,0.0009170969,0.00270471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000625854,0.00002301696,0.03133854,0.0000512002,0.00001006109,0.001264995,0.9596177,0.00003017984,0.0005603713,0.0004728835,0.002830729,0.003737697],"study_design_scores_gemma":[0.000003944618,0.00003098324,0.02998947,0.00005529584,0.000006296866,0.0002002995,0.9616234,0.00004082442,0.00007121902,0.00007618274,0.007881219,0.00002091829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863267,0.0003944418,0.0001493483,0.006653908,0.0001212876,0.00002346138,0.00006319048,0.00001075859,0.006256741],"genre_scores_gemma":[0.99678,0.0004233602,0.00006933195,0.0007228579,0.00002204919,0.00001235803,0.00002674499,0.000008250669,0.001934898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829692,"threshold_uncertainty_score":0.3680935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1919186668782794,"score_gpt":0.439072677845452,"score_spread":0.2471540109671725,"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."}}