{"id":"W4318966364","doi":"10.1097/acm.0000000000004966","title":"Barriers to Accessing Mental Health Support Services in Undergraduate Medical Training: A Multicenter, Qualitative Study","year":2022,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; TD Bank Group; McMaster University Medical Centre; NOSM University; University of Toronto; Laurentian University; McMaster University","funders":"","keywords":"Mental health; Confidentiality; Covert; Medical education; Stigma (botany); Psychology; Curriculum; Qualitative research; Nursing; Medicine; Psychiatry","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":[0.01032842,0.0003353054,0.0005746884,0.001110652,0.006106987,0.002978292,0.001366412,0.001032784,0.00198834],"category_scores_gemma":[0.0155911,0.0005684071,0.0003594079,0.00136979,0.003962276,0.00230883,0.0038123,0.001703828,0.0001895026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00568156,"about_ca_system_score_gemma":0.00901373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02480705,"about_ca_topic_score_gemma":0.04897865,"domain_scores_codex":[0.9958345,0.00230412,0.0002107735,0.0002211963,0.0004366741,0.0009928666],"domain_scores_gemma":[0.9875262,0.007438182,0.001403926,0.0002945061,0.00114227,0.002194815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000514514,0.0002060487,0.03643971,0.0001832231,0.000006722239,0.000564739,0.9550353,0.00003262291,0.0009473088,0.000363253,0.0003894088,0.005780138],"study_design_scores_gemma":[0.0000045365,0.0000990558,0.01384031,0.0001518817,0.000004985821,0.0001785066,0.9835351,0.00006370577,0.0002001182,0.00006266866,0.001850528,0.000008606925],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979284,0.0001877565,0.0003042579,0.000542656,0.00001174902,0.0001013544,0.00007136729,0.000003990433,0.0008484566],"genre_scores_gemma":[0.9979873,0.000421276,0.00031735,0.0004020853,0.000007695863,0.0001827359,0.00004483735,0.000005345048,0.000631424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02480705,"threshold_uncertainty_score":0.05462259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484993370734806,"score_gpt":0.5564985252749068,"score_spread":0.4079991882014262,"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."}}