{"id":"W2997599893","doi":"10.36834/cmej.57011","title":"Black Ice: Eight ways to get a grip on implementing mindfulness sessions in medical schools","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority; University of British Columbia","funders":"","keywords":"Mindfulness; Construct (python library); Medical education; Curriculum; Strengths and weaknesses; Process (computing); Foundation (evidence); Psychology; Engineering ethics; Computer science; Medicine; Pedagogy; Engineering; Political science; Psychotherapist; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.08829511,0.002017444,0.00128919,0.002986301,0.01577667,0.01232549,0.006077914,0.01052972,0.02685206],"category_scores_gemma":[0.06828377,0.001465933,0.002635733,0.001856745,0.01105163,0.02418123,0.01961705,0.02170674,0.005282704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005815715,"about_ca_system_score_gemma":0.0482627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145459,"about_ca_topic_score_gemma":0.0374863,"domain_scores_codex":[0.950496,0.03616463,0.001745896,0.001290636,0.005353228,0.004949728],"domain_scores_gemma":[0.9150203,0.03737959,0.003578473,0.006650501,0.01274304,0.02462809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006036788,0.002936817,0.004019985,0.002229079,0.0001190133,0.0002881907,0.03263888,0.0003706271,0.001385955,0.01723515,0.1403328,0.7978398],"study_design_scores_gemma":[0.002367479,0.006168952,0.02325543,0.03200754,0.0005545242,0.000711888,0.1942234,0.002249625,0.005663412,0.08038612,0.6515751,0.0008364398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03619482,0.01210354,0.05378718,0.8431762,0.0118779,0.002706845,0.0001866825,0.002038287,0.03792854],"genre_scores_gemma":[0.2502275,0.02333158,0.5277438,0.1520851,0.002698052,0.01068897,0.0003839558,0.001252574,0.03158867],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08829511,"threshold_uncertainty_score":0.4669548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039438656169455,"score_gpt":0.4394773188053356,"score_spread":0.3990829322436411,"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."}}