{"id":"W2012053743","doi":"10.3109/21678421.2013.843711","title":"Breaking bad news in amyotrophic lateral sclerosis: The need for medical education","year":2013,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; ALS Society of Canada","keywords":"Empathy; Amyotrophic lateral sclerosis; Medical diagnosis; Objective structured clinical examination; Medicine; Neurology; Family medicine; Clinical psychology; Psychology; Psychiatry; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006076835,0.0003858318,0.0004895029,0.0001932551,0.001529455,0.0001758526,0.0005063922,0.0004924153,0.000387719],"category_scores_gemma":[0.0002857141,0.0002851138,0.0001217656,0.0003303176,0.0001538038,0.0009652915,0.000235798,0.0007954635,0.00008468339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00040531,"about_ca_system_score_gemma":0.0006875348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03041578,"about_ca_topic_score_gemma":0.008982313,"domain_scores_codex":[0.9952704,0.001238741,0.00149822,0.0006357592,0.0005538397,0.0008029889],"domain_scores_gemma":[0.9975733,0.0002710365,0.0005384594,0.000772894,0.0004749247,0.0003693974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004265276,0.0005127044,0.814508,0.0004590636,0.00008559893,0.000001247535,0.01414985,0.0001642798,0.01448272,0.009605117,0.05851433,0.08709054],"study_design_scores_gemma":[0.003391171,0.0002585178,0.951957,0.001391683,0.00003839138,0.000003594366,0.001446964,0.03116721,0.00005578615,0.004752084,0.004934582,0.0006030223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218621,0.002964464,0.0002507372,0.06980415,0.001460733,0.003359956,0.00002314616,0.0001143795,0.0001602927],"genre_scores_gemma":[0.9760177,0.0009711085,0.001753738,0.01606678,0.0007335606,0.003712536,0.0003480194,0.00006555681,0.0003309872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137449,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1126508948431657,"score_gpt":0.3417794859165573,"score_spread":0.2291285910733916,"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."}}