{"id":"W4399204899","doi":"10.1080/28338073.2024.2361405","title":"Adaptive Mentoring Networks and Compassionate Care: A Qualitative Exploration of Mentorship for Chronic Pain, Substance Use Disorders and Mental Health","year":2024,"lang":"en","type":"article","venue":"Journal of CME","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Associated Medical Services","keywords":"Mentorship; Substance use; Mental health; Chronic pain; Psychology; Qualitative research; Psychiatry; Nursing; Psychotherapist; Medicine; Medical education; Sociology","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":[0.01457083,0.0004965235,0.0004416249,0.001305777,0.0116997,0.003608359,0.002010027,0.001506108,0.002820005],"category_scores_gemma":[0.01505603,0.0003527317,0.0004020845,0.001274531,0.01044864,0.003795866,0.008030157,0.002658369,0.0001525251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008261289,"about_ca_system_score_gemma":0.01245755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01629645,"about_ca_topic_score_gemma":0.0576141,"domain_scores_codex":[0.9858621,0.0116704,0.0001658558,0.0002742054,0.0006557381,0.00137169],"domain_scores_gemma":[0.9831244,0.012933,0.0008897008,0.0004188054,0.0007334452,0.001900782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002718996,0.00006667143,0.001573367,0.0001289755,0.000003018517,0.0006648619,0.9871422,0.00006468342,0.0002809538,0.002333077,0.0007863329,0.006928743],"study_design_scores_gemma":[0.00000711059,0.00004371028,0.0009910706,0.0001837364,0.00000304179,0.0002244889,0.9852332,0.00009701425,0.0001757358,0.0006114558,0.01241891,0.00001040661],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698377,0.001185883,0.004659939,0.008028949,0.0002065436,0.0005340087,0.0001222095,0.00003103508,0.01539381],"genre_scores_gemma":[0.9918031,0.0007299895,0.001919175,0.0008160656,0.00002879902,0.0003272964,0.000033503,0.00001648732,0.004325474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01629645,"threshold_uncertainty_score":0.07705885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269763416118342,"score_gpt":0.4672524567024341,"score_spread":0.3402761150906,"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."}}