{"id":"W4385492240","doi":"10.21203/rs.3.rs-3210936/v1","title":"“Someone to Talk to”: A Qualitative Study of Oncology Trainees' Experience of Mentorship around Moral Distress","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Ethics in medical practice","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Dundee","keywords":"Mentorship; Honesty; Distress; Psychology; Qualitative research; Medical education; Medicine; Social psychology; Clinical psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02180509,0.0008143465,0.001046016,0.001569196,0.01602066,0.00585498,0.002723265,0.002806825,0.003710486],"category_scores_gemma":[0.03708829,0.0007519148,0.0005547283,0.001545993,0.01562952,0.004648445,0.008064039,0.005750386,0.0004713019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006883201,"about_ca_system_score_gemma":0.008311808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094921,"about_ca_topic_score_gemma":0.01796412,"domain_scores_codex":[0.9757294,0.01949585,0.00039513,0.0006560755,0.0011957,0.002527847],"domain_scores_gemma":[0.95547,0.03364249,0.002630807,0.0008566307,0.002515906,0.004884155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002201481,0.0000390527,0.0008587703,0.00006639928,0.000002257942,0.0004944576,0.996185,0.00002487566,0.0002745622,0.0003850579,0.0003054302,0.001342186],"study_design_scores_gemma":[0.000003040665,0.00005282584,0.0005854222,0.00009848837,0.000002207006,0.0001980947,0.9946231,0.00004470245,0.0001674012,0.000120893,0.004093444,0.0000104701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881437,0.0005892791,0.002373202,0.003450973,0.0001471758,0.000200647,0.00008903055,0.00002968286,0.004976298],"genre_scores_gemma":[0.99445,0.0004732113,0.0007163399,0.0008915555,0.00004468874,0.0001685895,0.00003157332,0.00003093507,0.003193191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02180509,"threshold_uncertainty_score":0.1153177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6187807445352727,"score_gpt":0.7089349990179462,"score_spread":0.09015425448267356,"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."}}