{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970471,0.0002477425,0.0005417409,0.0008293727,0.0001370276,0.00001731935,0.00007168924,0.000157001,0.00004945246],"category_scores_gemma":[0.003512071,0.0002080936,0.0007620194,0.000500172,0.0002967366,0.0001712886,0.00001119311,0.00015106,0.000005616253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318304,"about_ca_system_score_gemma":0.0003136338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004330631,"about_ca_topic_score_gemma":0.000002629142,"domain_scores_codex":[0.997943,0.0001768959,0.0007301601,0.000475621,0.0003852916,0.0002890679],"domain_scores_gemma":[0.9949012,0.003364059,0.0002430993,0.0004588612,0.0009111536,0.0001216042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01406293,0.008265681,0.4887391,0.003703453,0.000709812,0.000001142027,0.083714,0.00421198,0.08218108,0.01753655,0.01858288,0.2782914],"study_design_scores_gemma":[0.003384169,0.01317855,0.9651474,0.002726971,0.0001549346,0.000001608151,0.01153762,0.001180605,0.0005603393,0.001278976,0.0006492224,0.0001996383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895946,0.00009328447,0.001486134,0.002887308,0.000802001,0.002595621,0.0001284619,0.00007165381,0.002340941],"genre_scores_gemma":[0.9890671,0.000006530292,0.0101244,0.0000625985,0.00004753795,0.0001957789,0.0001098812,0.00002751523,0.0003586237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4764083,"threshold_uncertainty_score":0.8485811,"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."}}