{"id":"W3122572677","doi":"10.26442/22217185.2019.1.180073","title":"Modern approaches to the assessment of comorbidity in patients","year":2019,"lang":"en","type":"article","venue":"Cardiosomatics","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Medicine; Index (typography); Charlson comorbidity index; Intensive care medicine; Internal medicine; Computer science","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":[0.004019003,0.001110084,0.0009625651,0.0117529,0.0007487697,0.002302497,0.0009818784,0.0007166875,0.003673916],"category_scores_gemma":[0.009681338,0.0002768148,0.0009919476,0.007323884,0.001101872,0.001937014,0.002272734,0.001966375,0.0007510196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045315,"about_ca_system_score_gemma":0.002517243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005653096,"about_ca_topic_score_gemma":0.005193207,"domain_scores_codex":[0.9956246,0.001973156,0.0007021121,0.0004529538,0.001089516,0.0001576448],"domain_scores_gemma":[0.9949176,0.001602775,0.001038017,0.0003044578,0.001898768,0.0002383942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002977712,0.0001419542,0.1435649,0.003773683,0.0005364493,0.0005844681,0.001030546,0.001867773,0.0006843852,0.02451215,0.0302457,0.7927603],"study_design_scores_gemma":[0.0001509457,0.0009626889,0.4929943,0.01275077,0.001074797,0.01201784,0.004518532,0.01242237,0.001862027,0.1382754,0.322508,0.000462336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06916229,0.68219,0.1351297,0.03320998,0.003962736,0.0009641153,0.01089747,0.0006051431,0.06387866],"genre_scores_gemma":[0.4904909,0.3545759,0.1240116,0.006297429,0.006159888,0.001762568,0.009755127,0.0001266777,0.006820004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0117529,"threshold_uncertainty_score":0.02125478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100585799171144,"score_gpt":0.3082237391677078,"score_spread":0.1981651592505934,"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."}}