{"id":"W2127344968","doi":"10.1016/j.jtcvs.2010.09.006","title":"Data entry and data accuracy","year":2010,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; MEDLINE","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2040741,0.0004505923,0.001268754,0.007411449,0.002715258,0.008692282,0.002641449,0.002974942,0.01235255],"category_scores_gemma":[0.6431925,0.001025025,0.001182102,0.01011438,0.003654063,0.006775605,0.004373418,0.006582911,0.005322646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007119878,"about_ca_system_score_gemma":0.0176146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609031,"about_ca_topic_score_gemma":0.008900058,"domain_scores_codex":[0.6466604,0.1754608,0.0761061,0.01535607,0.07970893,0.006707558],"domain_scores_gemma":[0.2085198,0.5176753,0.04579088,0.09549873,0.1284519,0.004063438],"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":[0.001384695,0.0002430912,0.2260746,0.001309913,0.0002711479,0.0006852663,0.007015906,0.001366796,0.0008435892,0.1037389,0.3616649,0.2954012],"study_design_scores_gemma":[0.0004624573,0.0004368752,0.1301692,0.007179327,0.0005002869,0.00296427,0.005376355,0.01970472,0.007930268,0.1201175,0.7048879,0.000270854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08130099,0.007283547,0.1455947,0.554545,0.01569828,0.003738785,0.04043125,0.001385557,0.1500219],"genre_scores_gemma":[0.6659087,0.004125067,0.1246238,0.1202362,0.008941947,0.005051386,0.02403328,0.001207455,0.04587217],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2040741,"threshold_uncertainty_score":0.9815183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3653462996065251,"score_gpt":0.4812519152924591,"score_spread":0.115905615685934,"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."}}