{"id":"W2737971463","doi":"10.1186/s12916-017-0907-4","title":"How accurate is the ‘Surprise Question’ at identifying patients at the end of life? A systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":311,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University College London; Marie Curie","keywords":"Medicine; Meta-analysis; Surprise; Systematic review; MEDLINE; Internal medicine; Social psychology","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":[0.05515374,0.003024391,0.02323477,0.008867524,0.0008703542,0.005303255,0.003080905,0.003814311,0.003424071],"category_scores_gemma":[0.1478896,0.002044181,0.04409486,0.00772371,0.001607587,0.004507883,0.002268945,0.002908065,0.0004052468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004947636,"about_ca_system_score_gemma":0.005438215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007422708,"about_ca_topic_score_gemma":0.01714839,"domain_scores_codex":[0.9567164,0.02406374,0.01141211,0.002869006,0.004291618,0.0006471262],"domain_scores_gemma":[0.8657936,0.1124608,0.01375808,0.002485041,0.004983005,0.0005195157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001446552,0.0000225016,0.00393715,0.5853428,0.3965255,0.00009535753,0.0001617919,0.0003189048,0.00008290418,0.0001333581,0.0005034097,0.01142965],"study_design_scores_gemma":[0.0006977579,0.0002868869,0.003974913,0.09560616,0.8966259,0.0001301054,0.0001032563,0.0002356442,0.0001110696,0.0003384994,0.001846135,0.00004371422],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002550272,0.9953943,0.0005952072,0.0003217124,0.0001540959,0.0004753313,0.0002908683,0.0000181329,0.0002000471],"genre_scores_gemma":[0.1686427,0.8199112,0.004524646,0.002222171,0.000460085,0.003131736,0.0007429547,0.00003869039,0.0003258267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05515374,"threshold_uncertainty_score":0.2916843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5379819400036701,"score_gpt":0.5147036831642181,"score_spread":0.02327825683945195,"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."}}