{"id":"W2037186108","doi":"10.1111/j.1553-2712.2009.00380.x","title":"Elephants, Quality, and Doing the Right Thing","year":2009,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality (philosophy); Epistemology","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":[0.02662526,0.0009064953,0.001226833,0.003133849,0.00721673,0.02080444,0.002090601,0.00855471,0.02044288],"category_scores_gemma":[0.09363007,0.0005228349,0.0008629346,0.002714369,0.03082749,0.02524452,0.01072494,0.02377728,0.00479498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007042966,"about_ca_system_score_gemma":0.0141863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006191,"about_ca_topic_score_gemma":0.01018133,"domain_scores_codex":[0.9620497,0.01994752,0.00183808,0.002552515,0.01019816,0.003414016],"domain_scores_gemma":[0.9171966,0.03308484,0.006741636,0.005335769,0.01320992,0.02443122],"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":[0.00006621218,0.00009752248,0.003983665,0.0007283511,0.0001092628,0.0001864103,0.005804515,0.00007589439,0.00008986043,0.07948788,0.7782115,0.1311589],"study_design_scores_gemma":[0.00006836437,0.0001552019,0.003969609,0.005815512,0.0000590433,0.0004629417,0.01138845,0.0001551871,0.0002011962,0.1895292,0.7880896,0.0001057397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00082888,0.02580308,0.001045307,0.9373415,0.02057485,0.00001832561,0.0000564174,0.0001228739,0.01420872],"genre_scores_gemma":[0.1050007,0.06901813,0.006826491,0.7377025,0.05842609,0.0001761086,0.0001967469,0.0007009813,0.02195227],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02662526,"threshold_uncertainty_score":0.1408095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05873706757882767,"score_gpt":0.3846573235315928,"score_spread":0.3259202559527651,"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."}}