{"id":"W6885868045","doi":"10.1371/journal.pone.0279710.s003","title":"ICD diagnostic codes used to define baseline comorbidities.","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":"Diagnosis code; Baseline (sea); ICD-10; Human immunodeficiency virus (HIV); Coding (social sciences); Disease","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":[0.0009173169,0.0009106333,0.0007832334,0.004334851,0.0009330963,0.0006192222,0.000936049,0.0005300935,0.2549321],"category_scores_gemma":[0.01191359,0.0002874923,0.000753598,0.005774185,0.0002131213,0.0007711775,0.0007730883,0.001682791,0.03904928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361336,"about_ca_system_score_gemma":0.003047371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03109257,"about_ca_topic_score_gemma":0.03584873,"domain_scores_codex":[0.9987305,0.0001893804,0.0003862657,0.0002040523,0.0002967508,0.0001932208],"domain_scores_gemma":[0.9945583,0.001486776,0.001017949,0.0003311601,0.002284711,0.0003211116],"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":[0.00008890505,0.00003573961,0.005526941,0.0004720609,0.00001966893,0.00006531384,0.0001001661,0.0001379563,0.00007337777,0.001076274,0.982887,0.009516604],"study_design_scores_gemma":[0.000757569,0.0001151273,0.1323196,0.003535182,0.00009894985,0.0008539368,0.0009348807,0.001064476,0.0004264497,0.007593477,0.8521792,0.0001211043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001459867,0.0002607025,0.0006398945,0.0004382347,0.000253261,0.0006939159,0.9860749,0.0001715815,0.01000764],"genre_scores_gemma":[0.02279866,0.001282331,0.005640547,0.001719709,0.0002801829,0.00463727,0.9455153,0.0003655445,0.01776041],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2549321,"threshold_uncertainty_score":0.852833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4789144265867266,"score_gpt":0.4846083081859529,"score_spread":0.005693881599226236,"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."}}