{"id":"W4406030277","doi":"10.1177/17511437241308674","title":"Factors to consider when designing post-hospital interventions to support critical illness recovery: Systematic review and qualitative evidence synthesis","year":2025,"lang":"en","type":"review","venue":"Journal of the Intensive Care Society","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Public Health Agency; Queen's University Belfast; Health and Social Care Northern Ireland","keywords":"CINAHL; Psychological intervention; Checklist; Intervention (counseling); Medicine; MEDLINE; Data extraction; Health care; Qualitative research; Nursing; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001646105,0.0007716237,0.005798581,0.000329596,0.0002494013,0.0001027045,0.0005812874,0.0003390195,0.00007632846],"category_scores_gemma":[0.5378426,0.0004580147,0.006081813,0.0006405221,0.0003739108,0.0002227199,0.0005249244,0.001373772,0.00001819292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153638,"about_ca_system_score_gemma":0.001749179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001516853,"about_ca_topic_score_gemma":0.000006082714,"domain_scores_codex":[0.9940698,0.001905875,0.002286023,0.0005299685,0.0007560346,0.0004523427],"domain_scores_gemma":[0.8317266,0.02053975,0.001938927,0.0008418306,0.1443563,0.0005966049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002470099,0.00002740113,0.000004695672,0.8671587,0.00248993,0.00005459232,0.0306678,5.348175e-8,0.000001955019,0.00001923269,0.09693471,0.002616269],"study_design_scores_gemma":[0.00008137662,0.0007643236,0.000004910545,0.6526399,0.03128169,0.0002620871,0.3130489,2.340953e-8,0.00001063718,0.00002439983,0.001551031,0.0003307001],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004764998,0.9754128,0.0009346778,0.01660935,0.001403156,0.005100954,0.0004254874,0.00001812722,0.00004782789],"genre_scores_gemma":[0.0005464468,0.9232672,0.0008001608,0.07458473,0.0000845416,0.0002473799,0.00001543299,0.00008942521,0.000364619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5361965,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031852403269096,"score_gpt":0.4483686254839602,"score_spread":0.3451833851570506,"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."}}