{"id":"W6885925953","doi":"10.1371/journal.pone.0294734.s004","title":"ICD-9-CM and ICD-10-CA codes.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receipt; Mental health; Odds; Socioeconomic status; Odds ratio; Poison control; Occupational safety and health; Injury prevention","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":[],"consensus_categories":[],"category_scores_codex":[0.001073967,0.0009920374,0.000957278,0.005790886,0.001213055,0.0007308,0.002035088,0.0005955055,0.08810683],"category_scores_gemma":[0.007748531,0.0003814626,0.0006808249,0.008155647,0.0004452173,0.0009070055,0.000994548,0.002077095,0.02232613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018981,"about_ca_system_score_gemma":0.009405927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1907471,"about_ca_topic_score_gemma":0.2324967,"domain_scores_codex":[0.9981828,0.0002395363,0.0005382776,0.0002077017,0.0004941308,0.0003375733],"domain_scores_gemma":[0.9951608,0.0005389369,0.00142954,0.0002038794,0.002277245,0.0003897002],"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":[0.0002577405,0.0002363891,0.06496041,0.001927936,0.0001041986,0.0003990003,0.0005606631,0.0005643972,0.0002707421,0.003295535,0.8983971,0.02902581],"study_design_scores_gemma":[0.0003463181,0.0001660362,0.3710289,0.003034504,0.00007828145,0.001048326,0.002285434,0.001330084,0.0002575943,0.005193685,0.6150978,0.0001330771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01586986,0.001731969,0.001688249,0.001880395,0.0008395704,0.003549716,0.9225704,0.000349932,0.05151983],"genre_scores_gemma":[0.08258429,0.005585532,0.0107696,0.00250551,0.0004280673,0.008122992,0.8500501,0.0003551298,0.03959884],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1907471,"threshold_uncertainty_score":0.3792736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4128532201080867,"score_gpt":0.492550411530531,"score_spread":0.07969719142244436,"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."}}