{"id":"W4377988013","doi":"10.1101/2023.05.16.23290047","title":"Disclosure and Double Standards: A Mixed Methods Study of Self-Disclosure of Mental Illness or Addiction Among Medical Learners","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Mental illness; Self-disclosure; Psychology; Stigma (botany); Mental health; Clinical psychology; Qualitative research; Scale (ratio); Medicine; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03529108,0.0005614809,0.001286888,0.002422464,0.005347901,0.003536928,0.001412478,0.001345679,0.002499011],"category_scores_gemma":[0.03969199,0.000863125,0.001024592,0.002067612,0.002630963,0.002830023,0.003586297,0.001564445,0.0002589372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297782,"about_ca_system_score_gemma":0.006074836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006238769,"about_ca_topic_score_gemma":0.01297646,"domain_scores_codex":[0.9802635,0.01379328,0.001835415,0.001022558,0.001786582,0.001298617],"domain_scores_gemma":[0.9661347,0.0230669,0.004574582,0.001389736,0.003493166,0.001340908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000280796,0.002364378,0.1951891,0.0009934393,0.0001007112,0.0006885578,0.7685987,0.00007254806,0.0007285594,0.0006273708,0.0005572403,0.02979858],"study_design_scores_gemma":[0.00008049158,0.002512142,0.09682777,0.001038003,0.0001009869,0.0004654421,0.8933815,0.0004578164,0.0008953148,0.0005642344,0.003602769,0.00007358909],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972907,0.0004382921,0.0006248448,0.0001844588,0.00001240426,0.0008240227,0.00008272734,0.000003396096,0.0005391643],"genre_scores_gemma":[0.9931034,0.0007281816,0.002619552,0.0004499913,0.00002775663,0.002400531,0.0000981214,0.000008188626,0.0005644058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03529108,"threshold_uncertainty_score":0.1866394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07912835993649177,"score_gpt":0.4887673663898632,"score_spread":0.4096390064533714,"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."}}