{"id":"W2007038245","doi":"10.1056/nejmcps054086","title":"Lost in Transcription","year":2006,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality","keywords":"Medicine; Pancytopenia; Urinary system; Foley; Foley catheter; Multiple sclerosis; Intensive care medicine; Surgery; Pediatrics; Catheter; Internal medicine; Immunology; Bone marrow","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001724991,0.00007827322,0.0003243329,0.0002210077,0.00001024607,0.000003618092,0.00004563378,0.00004398355,0.000631043],"category_scores_gemma":[0.001358462,0.00005266697,0.00005133432,0.0001870918,0.00003954511,0.000139439,0.000003471704,0.0003347181,0.00001085805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006385396,"about_ca_system_score_gemma":0.0001490449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007916868,"about_ca_topic_score_gemma":0.0005105526,"domain_scores_codex":[0.9981446,0.00007520294,0.00118142,0.00007503775,0.0004068465,0.0001168754],"domain_scores_gemma":[0.9988863,0.0004021068,0.0003335248,0.00008275987,0.0001712656,0.0001240388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005700803,0.0004917919,0.1626963,0.00008402029,0.00006990677,0.001232447,0.00084904,0.0002037685,0.1168161,0.0007148391,0.1144522,0.5966888],"study_design_scores_gemma":[0.2608702,0.004643694,0.3525132,0.0009671503,0.0005704232,0.004710882,0.000713155,0.0002664783,0.001537708,0.007822759,0.3652226,0.0001617464],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114862,0.0008166332,0.003794603,0.07978667,0.0006530961,0.000137893,7.070693e-7,0.00000598805,0.003318219],"genre_scores_gemma":[0.9899909,0.0001815001,0.001559284,0.001436711,0.006312271,2.310359e-7,0.00001076786,0.000009193225,0.0004991221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.596527,"threshold_uncertainty_score":0.6909478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133111524901645,"score_gpt":0.4343988352044093,"score_spread":0.3012873103027642,"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."}}