{"id":"W4409328108","doi":"10.36834/cmej.80918","title":"Disclosure of bad news: a challenging practice?","year":2025,"lang":"en","type":"letter","venue":"Canadian Medical Education Journal","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Internet privacy; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01840801,0.0005018677,0.0009622744,0.001103876,0.01147403,0.009940125,0.002215657,0.06807344,0.006885988],"category_scores_gemma":[0.1316288,0.0007055404,0.0008350263,0.00126017,0.01020339,0.01491226,0.0041773,0.05359304,0.004393467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01083709,"about_ca_system_score_gemma":0.02102343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02571,"about_ca_topic_score_gemma":0.03908804,"domain_scores_codex":[0.9755525,0.01079543,0.002318389,0.001519932,0.007329965,0.002483817],"domain_scores_gemma":[0.9186026,0.04848081,0.006949062,0.001995995,0.01337785,0.01059369],"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":[0.00002040353,0.0000237548,0.0006835594,0.00006784805,0.000007633823,0.001559351,0.00133757,0.00002409625,0.00009481615,0.0101219,0.9718379,0.01422139],"study_design_scores_gemma":[0.00008071321,0.00005707998,0.00190757,0.001625192,0.00002495614,0.006440916,0.008358923,0.0004341871,0.0002460216,0.02927356,0.9514117,0.0001392221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001366289,0.0009133178,0.00002928334,0.9955552,0.001986171,0.000002521161,0.000006573327,0.000004278455,0.001365967],"genre_scores_gemma":[0.006416592,0.001915191,0.0001794264,0.978358,0.01074959,0.00001315259,0.000009872087,0.00001184666,0.002346216],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06807344,"threshold_uncertainty_score":0.09735203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611875294773636,"score_gpt":0.3457759326925071,"score_spread":0.3296571797447707,"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."}}