{"id":"W4254371358","doi":"10.1016/j.cgh.2008.08.003","title":"Reply","year":2008,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Myocardial infarction; Medical diagnosis; Angina; Hyperlipidemia; Coding (social sciences); Diagnosis code; Intensive care medicine; Internal medicine; Pathology; Diabetes mellitus; Statistics; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.005228797,0.0008518452,0.001138422,0.001284822,0.004642016,0.006905761,0.002599192,0.05357793,0.02400639],"category_scores_gemma":[0.05067229,0.0009230631,0.001771214,0.001007048,0.003444505,0.004727074,0.004061887,0.04831258,0.01944613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004024909,"about_ca_system_score_gemma":0.005737301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00684736,"about_ca_topic_score_gemma":0.008132478,"domain_scores_codex":[0.9954386,0.0009304155,0.0005482989,0.0008663585,0.001239457,0.0009768537],"domain_scores_gemma":[0.9803396,0.00917625,0.001217411,0.0007475175,0.005629702,0.002889591],"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":[0.00002554803,0.000007187936,0.0003479872,0.00003180655,0.00001315109,0.0002267339,0.0001310989,0.00001258633,0.00006311257,0.001086324,0.996237,0.001817448],"study_design_scores_gemma":[0.00006743081,0.00002491619,0.001642701,0.0002364031,0.00004550721,0.0004851696,0.00109527,0.0000676413,0.0002002019,0.003211627,0.9928539,0.00006911816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002749367,0.0008560113,0.0000718055,0.9305599,0.06597492,0.00001349642,0.00009217115,0.0000258134,0.002130918],"genre_scores_gemma":[0.001013637,0.0002370965,0.0000518599,0.9771814,0.01408545,0.00002518639,0.00002493018,0.00001285651,0.007367508],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05357793,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4007123367932155,"score_gpt":0.5125571850367486,"score_spread":0.1118448482435331,"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."}}