{"id":"W4400261223","doi":"10.2196/54774","title":"Hospital Staff Perspectives on the Drivers and Challenges in Implementing a Virtual Rehabilitation Ward: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Nursing; Qualitative research; Interoperability; Population; Medicine; Rehabilitation; Value proposition; Medical emergency; Psychology; Business; Computer science; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01958342,0.0004410143,0.0009329737,0.001385554,0.00886232,0.004833057,0.001938202,0.001785492,0.002190921],"category_scores_gemma":[0.02957312,0.0008968795,0.0004674499,0.002002073,0.007026668,0.003596805,0.005897808,0.002817419,0.000316079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008067473,"about_ca_system_score_gemma":0.009001289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01604984,"about_ca_topic_score_gemma":0.01793362,"domain_scores_codex":[0.9835207,0.01183913,0.000698665,0.0005142192,0.0009644989,0.002462834],"domain_scores_gemma":[0.9709075,0.01911695,0.002628928,0.0005580692,0.003097077,0.00369135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003664568,0.00004646824,0.004707875,0.0002014792,0.000005680085,0.000618347,0.9891856,0.00006431254,0.0005490108,0.0007268936,0.000410065,0.003447633],"study_design_scores_gemma":[0.000001431326,0.00003865861,0.0009089957,0.00009454994,0.000001900631,0.00008168931,0.9966486,0.00005081293,0.0001035481,0.00006901962,0.001991944,0.000008774542],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936022,0.000654804,0.00145507,0.002057276,0.00005148195,0.000155598,0.0001029377,0.00001513551,0.001905381],"genre_scores_gemma":[0.996418,0.0007358355,0.0007703557,0.0007870843,0.00001425014,0.000193673,0.00003499704,0.0000165153,0.001029214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01958342,"threshold_uncertainty_score":0.1035683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605608618572675,"score_gpt":0.3678054561735072,"score_spread":0.3317493699877804,"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."}}