{"id":"W4412071980","doi":"10.1080/15265161.2025.2509931","title":"Calling for a Multi-Level Green Healthcare Ethics","year":2025,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Health care; Psychology; Sociology; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01097854,0.0006045024,0.001956803,0.0004792614,0.002680809,0.00003092295,0.001720328,0.002620472,0.00003444698],"category_scores_gemma":[0.003852358,0.0003752887,0.0007160424,0.0006273473,0.001440947,0.00008581505,0.000351207,0.04440293,0.0000222425],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005517902,"about_ca_system_score_gemma":0.0145962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009019,"about_ca_topic_score_gemma":0.001751686,"domain_scores_codex":[0.9866909,0.00724974,0.002682792,0.0004732528,0.001481442,0.00142182],"domain_scores_gemma":[0.9681211,0.0199617,0.005909454,0.0008621262,0.004841764,0.0003038348],"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":[0.0008399783,0.00008546929,0.0008657341,0.0106116,0.0006421623,0.0001804746,0.0193437,0.000005674829,0.00001225996,0.001383493,0.8480135,0.1180159],"study_design_scores_gemma":[0.001270903,0.001013265,0.0003672233,0.02569535,0.0003429241,0.00004089979,0.01308959,0.0002304605,0.000009023467,0.00353819,0.9538143,0.0005878151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003030467,0.003628245,0.01466678,0.9746425,0.004080886,0.001380745,0.001199288,0.00004560116,0.00005288821],"genre_scores_gemma":[0.0009861079,0.006639612,0.01871283,0.9555295,0.01217627,0.0001275578,0.0001011926,0.0001295848,0.005597375],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1174281,"threshold_uncertainty_score":0.9998699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4660505999329083,"score_gpt":0.558115449082689,"score_spread":0.09206484914978069,"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."}}