{"id":"W2125494931","doi":"10.1046/j.1365-2923.2001.00766.x","title":"Barriers to breaking bad news among medical and surgical residents","year":2001,"lang":"en","type":"article","venue":"Medical Education","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Wilfrid Laurier University","funders":"","keywords":"Feeling; Focus group; Perception; Grounded theory; Medicine; Qualitative research; Medical education; Nursing; Psychology; Family medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00109158,0.0001659292,0.0002746597,0.0001951128,0.0009045341,0.0000168159,0.000551581,0.0005391875,0.00850574],"category_scores_gemma":[0.02182584,0.0001515509,0.00003891721,0.0004707533,0.0001898033,0.0001804209,0.0003816096,0.001166358,0.0002999748],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137109,"about_ca_system_score_gemma":0.006085863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009913384,"about_ca_topic_score_gemma":0.004517503,"domain_scores_codex":[0.9952998,0.001423243,0.0008765789,0.0004156365,0.001409999,0.0005747152],"domain_scores_gemma":[0.9951214,0.001109177,0.0001953352,0.0006649859,0.0002712673,0.002637901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005206787,0.00006726664,0.8871788,0.00009983964,0.00000765707,0.00001702043,0.007244847,2.799725e-7,7.999163e-7,0.0007580006,0.05330134,0.05127202],"study_design_scores_gemma":[0.001294162,0.00008013553,0.5579873,0.002051436,0.00001716037,0.00006763128,0.01601655,0.0005463482,0.000001731796,0.0006861801,0.4209538,0.0002975831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8420411,0.001070317,0.00009987825,0.1444431,0.002266477,0.0009133553,0.000002557394,0.0001412268,0.009022046],"genre_scores_gemma":[0.9650512,0.0006162177,0.0003470467,0.03115638,0.0008646161,0.0005399555,0.00004864846,0.00003204311,0.001343941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3676525,"threshold_uncertainty_score":0.9995487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07622920443245647,"score_gpt":0.4594792572378232,"score_spread":0.3832500528053668,"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."}}