{"id":"W1598153375","doi":"10.17269/cjph.95.495","title":"Canadian mortality rates for liver disease: Taking a closer look at ICD coding (Commentary)","year":2004,"lang":"en","type":"article","venue":"","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coding (social sciences); Disease; Medicine; Demography; Internal medicine; Statistics; Sociology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01212471,0.001661547,0.002431893,0.004565323,0.01049115,0.006322283,0.008557623,0.04872791,0.01494591],"category_scores_gemma":[0.08435739,0.001667146,0.004384307,0.00738099,0.005130722,0.004592495,0.003827028,0.03734344,0.002967951],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0476593,"about_ca_system_score_gemma":0.1020886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9394816,"about_ca_topic_score_gemma":0.9724678,"domain_scores_codex":[0.9854023,0.002526213,0.001551106,0.001208773,0.006790511,0.002521034],"domain_scores_gemma":[0.9057738,0.03086903,0.003624209,0.001158903,0.04816383,0.01041027],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002868168,0.000004993211,0.0004594602,0.0001848063,0.00003298312,0.00007232743,0.0001978226,0.00002888605,0.00002160931,0.0008488334,0.9944048,0.003714788],"study_design_scores_gemma":[0.0003720427,0.00003318846,0.01376779,0.005203525,0.0006530909,0.0002871125,0.003434317,0.0003132886,0.0002241791,0.003093046,0.9723297,0.0002887951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003964104,0.006449791,0.00009300129,0.9507259,0.03922204,0.00001966613,0.0008469201,0.00003247341,0.002213826],"genre_scores_gemma":[0.00554308,0.005265054,0.0004364908,0.945371,0.03771951,0.0000797875,0.0004084565,0.00006088152,0.005115681],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9878753,"threshold_uncertainty_score":0.345794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2615803087985218,"score_gpt":0.4815589542632261,"score_spread":0.2199786454647043,"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."}}