{"id":"W4416537045","doi":"10.1186/s12913-025-13772-9","title":"Integrated strategies of support and home care by family caregivers for prevention of hospital readmissions among stroke survivors","year":2025,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Nursing research; Health informatics; Family caregivers; Health administration; Public health; Stroke (engine); Health services research; Health promotion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001616033,0.0003006204,0.0001683273,0.0004594973,0.00194862,0.0006772943,0.0005483339,0.00034433,0.0007819016],"category_scores_gemma":[0.003562895,0.00009140096,0.0002144446,0.0003008285,0.0009808881,0.0007260186,0.001199827,0.0003588801,0.00004640708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264216,"about_ca_system_score_gemma":0.003897771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004870934,"about_ca_topic_score_gemma":0.01028875,"domain_scores_codex":[0.9991599,0.0005668288,0.00003973814,0.00003952188,0.00007225368,0.0001216888],"domain_scores_gemma":[0.9990529,0.0003706003,0.0001985706,0.00003647132,0.0001271626,0.0002142772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001552475,0.0005776462,0.1136442,0.001222616,0.00009279769,0.003033663,0.6518433,0.0002688017,0.002503229,0.002129142,0.004441911,0.2200875],"study_design_scores_gemma":[0.00005292538,0.0005183031,0.1034094,0.001466898,0.0001385353,0.001802855,0.8675936,0.0006384127,0.001516747,0.001759472,0.02105312,0.0000497491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918515,0.001528227,0.0009331938,0.001945241,0.00004077714,0.0001173274,0.00003091765,0.00001205832,0.003540721],"genre_scores_gemma":[0.9978539,0.0006749161,0.000972364,0.0001425523,0.000006628537,0.00006225595,0.00001429094,0.000001196565,0.0002718103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004870934,"threshold_uncertainty_score":0.009685159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580418059978896,"score_gpt":0.3972081794092165,"score_spread":0.3714039988094275,"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."}}