{"id":"W4389738177","doi":"10.1111/medu.15297","title":"When I say … wellness","year":2023,"lang":"en","type":"letter","venue":"Medical Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto; University of Calgary","funders":"","keywords":"Flagging; Key (lock); Negotiation; Medical education; Psychology; Public relations; Medicine; Political science; Sociology; Computer science; History; Computer security; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004985053,0.0008388263,0.0007069854,0.0005509195,0.00874951,0.005068415,0.001127022,0.03058035,0.01373275],"category_scores_gemma":[0.02023168,0.0006538134,0.0008127565,0.0003776383,0.004025693,0.005639309,0.002352726,0.04074915,0.01250347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004615948,"about_ca_system_score_gemma":0.009595435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03579507,"about_ca_topic_score_gemma":0.06356397,"domain_scores_codex":[0.9947177,0.001799665,0.000523049,0.0004343473,0.001576906,0.0009483892],"domain_scores_gemma":[0.9938673,0.002776497,0.000321768,0.0001748001,0.001480134,0.001379442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001288468,0.00001545568,0.00020186,0.00002068244,0.000002279117,0.0003233279,0.000503823,0.000007814179,0.00009395093,0.002747967,0.9915962,0.0044738],"study_design_scores_gemma":[0.00002029786,0.00002750185,0.0009814146,0.0003214257,0.000004655228,0.0005031546,0.001681285,0.00007363738,0.0001063244,0.003590021,0.9926624,0.00002781091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003033485,0.001201368,0.00009455642,0.9640209,0.01710293,0.00001950304,0.00005237612,0.00003590104,0.01716911],"genre_scores_gemma":[0.001848209,0.0004052318,0.0001212699,0.9635512,0.004468879,0.00003383517,0.00001270299,0.00002042713,0.02953828],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03579507,"threshold_uncertainty_score":0.07117343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740695084648018,"score_gpt":0.4641139523935729,"score_spread":0.4067070015470928,"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."}}