{"id":"W6923366637","doi":"10.1371/journal.pone.0302888.s003","title":"PLOS ONE clinical studies checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Chart; Medical record; Retrospective cohort study; Comorbidity; Diagnosis code; Charlson comorbidity index; Acute 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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.08136343,0.002959395,0.007868568,0.01811509,0.002662601,0.01030635,0.008147147,0.004518894,0.5013719],"category_scores_gemma":[0.2127754,0.00390136,0.005495922,0.01922544,0.002861247,0.005546957,0.008142354,0.00669359,0.09240462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006072803,"about_ca_system_score_gemma":0.05865649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005325257,"about_ca_topic_score_gemma":0.007641186,"domain_scores_codex":[0.9342729,0.02639883,0.02629615,0.005307538,0.005970981,0.001753543],"domain_scores_gemma":[0.7387397,0.1362014,0.02192983,0.02955665,0.06548704,0.008085274],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00207607,0.0002438516,0.0006778703,0.1525105,0.0005451182,0.0003220713,0.0006413548,0.0003313928,0.0002281616,0.01080615,0.7568291,0.07478838],"study_design_scores_gemma":[0.008052756,0.000382834,0.003554947,0.06529441,0.0005924734,0.0003365099,0.001026096,0.0005500867,0.0002551796,0.01534581,0.9043922,0.0002166586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001128674,0.009962016,0.01787657,0.02213232,0.01301508,0.3376598,0.5368634,0.005898025,0.05546414],"genre_scores_gemma":[0.005235089,0.006425645,0.06436733,0.008617105,0.001567313,0.8122808,0.07506847,0.001654774,0.0247835],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9186366,"threshold_uncertainty_score":0.7112324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2295471052695434,"score_gpt":0.4213528751514508,"score_spread":0.1918057698819074,"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."}}