{"id":"W6942253700","doi":"10.1371/journal.pone.0302888.s001","title":"ICD-10 codes used.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Chart; Medical record; Diagnosis code; Retrospective cohort study; Comorbidity; Charlson comorbidity index","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":[],"category_scores_codex":[0.0008948356,0.001069867,0.0009440423,0.004332494,0.000906273,0.0009641584,0.001475944,0.0005784276,0.1214111],"category_scores_gemma":[0.009342231,0.0002255841,0.0005409432,0.005520965,0.000407189,0.0006844048,0.001111825,0.00136643,0.06002591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400808,"about_ca_system_score_gemma":0.004524704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05459888,"about_ca_topic_score_gemma":0.04777423,"domain_scores_codex":[0.9978579,0.0003313556,0.0006047013,0.0003464196,0.0006245312,0.0002351824],"domain_scores_gemma":[0.9969693,0.00038197,0.0008444653,0.0001448143,0.001355249,0.0003042715],"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":[0.0002034074,0.0000642873,0.02486927,0.001536543,0.00004882107,0.0005135021,0.0003672735,0.0004351609,0.0001945807,0.002006177,0.9185681,0.05119291],"study_design_scores_gemma":[0.0001478737,0.0001255278,0.07951854,0.002264112,0.00003530654,0.001280257,0.0007506881,0.0006199462,0.0001597711,0.003386416,0.9116441,0.00006735979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01555858,0.01260775,0.003431119,0.006225448,0.004641907,0.003011817,0.7973595,0.001154549,0.1560093],"genre_scores_gemma":[0.1098371,0.01704811,0.009877174,0.008475065,0.001490721,0.005849375,0.722773,0.0007275567,0.1239219],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8785889,"threshold_uncertainty_score":0.4061605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314799824412695,"score_gpt":0.2459196716410858,"score_spread":0.2127716733969588,"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."}}