{"id":"W4409147191","doi":"10.1097/rnj.0000000000000494","title":"Impact of Inpatient Stroke Rehabilitation on Caregivers’ Perceived Readiness for Patient Discharge","year":2025,"lang":"en","type":"article","venue":"Rehabilitation Nursing","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Rehabilitation; Preparedness; Stroke (engine); Medicine; Physical therapy; Path analysis (statistics); Discharge planning; Hospital discharge; Psychology; Nursing; Intensive care medicine","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":[0.002330691,0.0002103688,0.0003514276,0.0004106901,0.0005725471,0.0008225764,0.0002515213,0.0002657135,0.002745313],"category_scores_gemma":[0.02143963,0.0001080281,0.000546841,0.0002938661,0.0003377406,0.0004612278,0.001196407,0.000688426,0.0002541821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006285791,"about_ca_system_score_gemma":0.001297768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839577,"about_ca_topic_score_gemma":0.005044418,"domain_scores_codex":[0.9976978,0.001173834,0.0002696662,0.00008529203,0.0003804345,0.0003929735],"domain_scores_gemma":[0.9927768,0.001790924,0.002681633,0.0002083685,0.001126099,0.001416267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004738506,0.0008172247,0.9438185,0.0001568335,0.0002007914,0.0003044998,0.003255782,0.00022665,0.0003819087,0.000090028,0.0009128837,0.04936099],"study_design_scores_gemma":[0.00001530682,0.0006073547,0.9929714,0.0001136698,0.00005290596,0.0002282988,0.005104439,0.0001977043,0.0001620856,0.00007883146,0.0004516524,0.00001627775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984328,0.0002601272,0.00006855965,0.0002606104,0.00001066009,0.00001523554,0.00003474318,0.000005630741,0.000911637],"genre_scores_gemma":[0.9997357,0.00008337495,0.00004478869,0.00003032344,0.000002881022,0.000008866862,0.00003072718,7.094454e-7,0.00006270418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002839577,"threshold_uncertainty_score":0.012326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009030609328118545,"score_gpt":0.3239771686986322,"score_spread":0.3149465593705137,"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."}}