{"id":"W7111295106","doi":"10.1371/journal.pone.0324548.s002","title":"Supplementary tables and figures.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multimorbidity; Poisson regression; Confidence interval; Diagnosis code; Comorbidity; Cohort; Cohort study; Cluster (spacecraft); Health care","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001898812,0.001480287,0.001756851,0.004611163,0.001969411,0.004061333,0.003223225,0.002086112,0.8659718],"category_scores_gemma":[0.02399399,0.0009450052,0.001212404,0.007198738,0.0006870938,0.002198781,0.00229856,0.001303975,0.5490003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542932,"about_ca_system_score_gemma":0.006034806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0341417,"about_ca_topic_score_gemma":0.04486955,"domain_scores_codex":[0.9979908,0.0002703934,0.0002520767,0.0005949212,0.0006924482,0.0001993363],"domain_scores_gemma":[0.9908715,0.00386217,0.0007498204,0.0008289409,0.003158735,0.0005287266],"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":[0.00003311528,0.00001417165,0.0004382943,0.001010948,0.0000137335,0.00004582971,0.00002981954,0.000176563,0.00004856007,0.0006906547,0.9884343,0.009063931],"study_design_scores_gemma":[0.0001283929,0.00002565669,0.002377763,0.0006603883,0.00001971936,0.0001096959,0.0001246142,0.0003393795,0.00007378969,0.003260202,0.9928535,0.00002688403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000310653,0.0005885973,0.001412641,0.001311699,0.002504284,0.0004164498,0.9452741,0.002449411,0.04573218],"genre_scores_gemma":[0.005730641,0.00189533,0.006612611,0.003500369,0.001324376,0.00139656,0.8932835,0.002188332,0.08406837],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1340282,"threshold_uncertainty_score":0.1911749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755686782259557,"score_gpt":0.3206639783181459,"score_spread":0.2831071104955504,"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."}}