{"id":"W4399938482","doi":"10.2196/59067","title":"A Digital Communication Intervention to Support Older Adults and Their Care Partners Transitioning Home After Major Surgery: Protocol for a Qualitative Research Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Aging; Agency for Healthcare Research and Quality","keywords":"Protocol (science); Intervention (counseling); Qualitative research; Medicine; Nursing; Psychology; Medical education; Gerontology; Family medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008310637,0.0002731046,0.0004971196,0.001217521,0.0003234946,0.0008048697,0.000224098,0.0001493934,0.0001440207],"category_scores_gemma":[0.0006453522,0.0002141101,0.0002571147,0.001257043,0.0002881366,0.0008003872,0.0002936823,0.001007849,0.00006540808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003836202,"about_ca_system_score_gemma":0.0004876637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002532315,"about_ca_topic_score_gemma":0.0001060843,"domain_scores_codex":[0.9944438,0.002023762,0.0007104099,0.0008549357,0.001100361,0.0008667037],"domain_scores_gemma":[0.9943249,0.002943592,0.00005526677,0.0007622288,0.001549739,0.0003643353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.05267854,0.005937031,0.01421087,0.04020111,0.0004519853,0.0003161608,0.5015235,7.50414e-7,0.0006260782,0.0000841629,0.03354089,0.3504289],"study_design_scores_gemma":[0.02262128,0.04022079,0.03990913,0.179012,0.00002792153,0.0001061699,0.4323632,0.0002270535,0.009367553,0.001454049,0.2731344,0.00155641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08067072,0.00001449174,0.0003851049,0.0007283667,0.000008638788,0.9176055,0.0001274097,0.0001410565,0.0003187232],"genre_scores_gemma":[0.3515189,1.777188e-7,0.0001264249,0.00001750709,0.00007465634,0.6472625,0.00007523879,0.00006149858,0.0008630862],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3488725,"threshold_uncertainty_score":0.8731155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2843928470126607,"score_gpt":0.6208203302498075,"score_spread":0.3364274832371469,"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."}}