{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003201354,0.001070933,0.001200801,0.005011154,0.002946767,0.006909228,0.002574624,0.001964799,0.8317254],"category_scores_gemma":[0.0522441,0.0006413345,0.0007301804,0.004366545,0.00130219,0.004398171,0.004484357,0.002428876,0.683561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002461371,"about_ca_system_score_gemma":0.005778263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00602848,"about_ca_topic_score_gemma":0.006978052,"domain_scores_codex":[0.9954028,0.001039257,0.0006072041,0.0006830473,0.00172241,0.0005453137],"domain_scores_gemma":[0.9705855,0.006806538,0.001067927,0.003885832,0.01606413,0.001590098],"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":[0.00005094062,0.000007815553,0.0001593974,0.000255167,0.000003006502,0.00006864878,0.0002065426,0.0000189518,0.0000915191,0.001689263,0.9771022,0.02034666],"study_design_scores_gemma":[0.00001645851,0.00001175452,0.000406216,0.0002767348,0.000003849146,0.000101983,0.000431028,0.00004475389,0.0001529848,0.001599442,0.9969413,0.00001355657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002046871,0.001545195,0.01155532,0.03368297,0.06404687,0.001021761,0.345481,0.01384562,0.5267743],"genre_scores_gemma":[0.02492301,0.002124035,0.008220443,0.009251386,0.005062135,0.001318593,0.1653933,0.009076519,0.7746305],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8317254,"threshold_uncertainty_score":0.2400233,"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."}}