{"id":"W4411864699","doi":"10.1016/j.aucc.2025.101289","title":"A mixed-method evaluation of the acceptability, appropriateness, and feasibility of using an actionable processes of care checklist for patients with persistent critical illness","year":2025,"lang":"en","type":"article","venue":"Australian Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Toronto Metropolitan University; Sinai Health System; Toronto East General Hospital","funders":"","keywords":"Checklist; Medicine; Confidence interval; Family medicine; Nursing; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002585438,0.0001327751,0.0003735659,0.00004395317,0.0001018832,0.00001266468,0.00007373378,0.0001006741,0.00004987773],"category_scores_gemma":[0.002367848,0.00008705327,0.0001251899,0.0002219018,0.0004125006,0.0001028105,0.00003911871,0.00006890045,2.76845e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053982,"about_ca_system_score_gemma":0.0004581056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002058845,"about_ca_topic_score_gemma":0.0000934538,"domain_scores_codex":[0.9985675,0.0001517402,0.0003156486,0.0003251288,0.0004789145,0.0001610506],"domain_scores_gemma":[0.9946433,0.0003447288,0.00005758423,0.0003281412,0.004550963,0.00007523498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004150722,0.001668319,0.976701,0.01400607,0.00008483027,2.331818e-7,0.001332008,0.00005883984,0.0001306664,0.0008597547,0.000006849104,0.00473637],"study_design_scores_gemma":[0.002515143,0.0009130378,0.9237683,0.0005157518,0.002737772,0.000001829602,0.03395329,0.0001419493,0.03489047,0.0004447896,0.00001067718,0.0001069393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973292,0.0003118676,0.0001003963,0.0004570155,0.0001012835,0.001330851,0.0002764711,0.000005934355,0.00008693131],"genre_scores_gemma":[0.995792,0.000001292667,0.003996317,0.00001900845,0.0000132064,0.0001065683,0.00005780599,0.000009393428,0.000004401021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05293263,"threshold_uncertainty_score":0.354993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1812266392750508,"score_gpt":0.459651028899643,"score_spread":0.2784243896245922,"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."}}