{"id":"W3159623101","doi":"10.1136/bmjqs-2020-012464","title":"Bridging the feedback gap: a sociotechnical approach to informing clinicians of patients’ subsequent clinical course and outcomes","year":2021,"lang":"en","type":"editorial","venue":"BMJ Quality & Safety","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Overconfidence effect; Emergency department; Audit; Outcome (game theory); Medical diagnosis; MEDLINE; Patient safety; Medical emergency; Hospital medicine; Health care; Nursing; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01434602,0.0005692999,0.002920823,0.00006658224,0.0001921249,0.00006109585,0.0004605517,0.00188253,0.00002865344],"category_scores_gemma":[0.3582356,0.0003920096,0.001190132,0.0003012849,0.0007387031,0.00006239543,0.0006681969,0.002856008,0.00002230771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910949,"about_ca_system_score_gemma":0.002557699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004228142,"about_ca_topic_score_gemma":0.0000557168,"domain_scores_codex":[0.9897182,0.0009922526,0.00550415,0.001037563,0.002109475,0.0006383879],"domain_scores_gemma":[0.8777289,0.1157687,0.002047553,0.002133552,0.001425363,0.0008959306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0013706,0.002309705,0.09694525,0.0005210368,0.0006058267,0.00002489272,0.0004968212,0.000008061372,3.683194e-7,0.0002420086,0.8384376,0.0590379],"study_design_scores_gemma":[0.0105479,0.0009954431,0.6917344,0.00500198,0.002084634,0.000009159718,0.001402893,0.0001185064,0.000003970217,0.0001295855,0.2869187,0.001052819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1979025,0.001273775,0.003546675,0.02883005,0.7513631,0.008325885,0.003073779,0.0003997988,0.005284416],"genre_scores_gemma":[0.1418041,0.002801459,0.007697502,0.008507658,0.8296993,0.0003279609,0.006746166,0.0002955461,0.002120388],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5947891,"threshold_uncertainty_score":0.9998532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07642136729722349,"score_gpt":0.4567869062840934,"score_spread":0.3803655389868699,"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."}}