{"id":"W2137782499","doi":"10.5430/jha.v2n3p91","title":"A paired-comparison intervention to improve quality of medical records","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Homogeneous; CLARITY; Relative risk; Medical record; Group (periodic table); Handwriting; Pediatrics; Surgery; Internal medicine; Mathematics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005572545,0.0001387708,0.0005960752,0.0001452431,0.0001239374,0.00001735384,0.0003169121,0.0003134733,0.0008874819],"category_scores_gemma":[0.002636188,0.0001129896,0.0002005967,0.0001991686,0.00003120911,0.0003869048,0.00005134386,0.0009089818,0.0001567058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803052,"about_ca_system_score_gemma":0.001539641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509696,"about_ca_topic_score_gemma":0.0009354522,"domain_scores_codex":[0.9939425,0.001015038,0.003387109,0.0001664487,0.001099115,0.0003898198],"domain_scores_gemma":[0.9951305,0.0004864113,0.002735472,0.000219939,0.0009675587,0.0004601055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001111383,0.00482213,0.7065164,0.003796929,0.0002710211,0.00001972844,0.01138185,0.000003502042,0.003767928,0.00521011,0.09873431,0.1643647],"study_design_scores_gemma":[0.006319369,0.08892972,0.8535403,0.004591931,0.00008626074,0.00003764487,0.02598092,0.001154205,0.003593074,0.0037986,0.0112477,0.0007202894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788145,0.000143354,0.004492535,0.01112208,0.003557827,0.0009811901,0.000005887379,0.00001887118,0.0008637555],"genre_scores_gemma":[0.9974424,0.000021906,0.0007626434,0.0002047785,0.0009332379,0.00007676324,0.000005330008,0.00001657234,0.0005364152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1636444,"threshold_uncertainty_score":0.9717305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06342612833480875,"score_gpt":0.4889551060088489,"score_spread":0.4255289776740402,"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."}}