{"id":"W2138672203","doi":"10.1056/nejmhle1003134","title":"The Disclosure Dilemma — Large-Scale Adverse Events","year":2010,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Agency for Healthcare Research and Quality","keywords":"Harm; Medicine; Adverse effect; Dilemma; Scale (ratio); Do no harm; Intensive care medicine; Medical emergency; Psychiatry; Internal medicine; Social psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06240772,0.0004380508,0.0009501437,0.001079048,0.002540496,0.004929277,0.001742531,0.02113521,0.003470494],"category_scores_gemma":[0.2502982,0.0005236,0.001214697,0.001079557,0.006031853,0.008924617,0.003392341,0.01749103,0.00155563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773524,"about_ca_system_score_gemma":0.003818499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005237632,"about_ca_topic_score_gemma":0.0005089944,"domain_scores_codex":[0.9372042,0.04089887,0.00652592,0.002466348,0.0118471,0.001057497],"domain_scores_gemma":[0.6231301,0.3083905,0.03190544,0.01522059,0.01593918,0.005414229],"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":[0.0003536048,0.0001655794,0.01921574,0.0008363193,0.0003437307,0.0105245,0.005000633,0.001156379,0.001685703,0.2651557,0.417267,0.2782952],"study_design_scores_gemma":[0.0003739737,0.0004890399,0.007945175,0.002596569,0.0002751781,0.06489073,0.004818046,0.003962007,0.002996325,0.4013836,0.5099722,0.0002971633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008146261,0.004724808,0.01455662,0.9486815,0.003777857,0.0001023453,0.00008296267,0.00009530639,0.01983227],"genre_scores_gemma":[0.2181945,0.006511927,0.01235813,0.7379646,0.02050238,0.0001751774,0.0000551835,0.0000501004,0.004187845],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06240772,"threshold_uncertainty_score":0.3300475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2570124334636047,"score_gpt":0.4985870646113037,"score_spread":0.241574631147699,"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."}}