{"id":"W4309077185","doi":"10.1053/j.gastro.2022.11.006","title":"“Am I Going to Die?”: Delivering Serious News to Patients With Liver Disease","year":2022,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institute on Alcohol Abuse and Alcoholism; American College of Surgeons; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Medicine; Die (integrated circuit); Liver disease; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.01198074,0.0007529617,0.0009367655,0.001185037,0.01258318,0.00930101,0.001602442,0.005482006,0.01007419],"category_scores_gemma":[0.07752845,0.0007791774,0.0008937347,0.001480619,0.003993448,0.01226521,0.01089824,0.01221666,0.001911748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003942118,"about_ca_system_score_gemma":0.01081898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003117703,"about_ca_topic_score_gemma":0.008115633,"domain_scores_codex":[0.9872958,0.009575131,0.0007058427,0.0003182926,0.000966929,0.001138004],"domain_scores_gemma":[0.9582945,0.02338772,0.006188157,0.0006388595,0.00217427,0.009316571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004456382,0.0004020948,0.01618367,0.004644225,0.0002334581,0.004239489,0.5483449,0.0001117003,0.0004850339,0.003304863,0.2576449,0.16396],"study_design_scores_gemma":[0.0001760661,0.0008183482,0.009739159,0.005283706,0.0002600876,0.003600555,0.7475043,0.0002211238,0.000313869,0.006106003,0.2257741,0.0002027361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2999052,0.04459487,0.001815155,0.6031566,0.01142523,0.0006950937,0.0008445759,0.0002996177,0.03726367],"genre_scores_gemma":[0.7584007,0.0563142,0.006004657,0.1635644,0.006226558,0.0009482584,0.0006075018,0.0002180779,0.007715675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01258318,"threshold_uncertainty_score":0.06336099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105545652179729,"score_gpt":0.3084431744365198,"score_spread":0.2773877179147225,"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."}}