{"id":"W3172591438","doi":"10.1186/s43058-021-00179-w","title":"Optimizing hospital-to-home transitions for older persons in rural communities: a participatory, multimethod study protocol","year":2021,"lang":"en","type":"article","venue":"Implementation Science Communications","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta; McMaster University; Toronto Metropolitan University; Hamilton Health Sciences; Dalhousie University; Trent University; York University","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Transitional care; Dementia; Nonprobability sampling; Focus group; Nursing; Medicine; Health care; Gerontology; Population; Psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002414828,0.0001565702,0.0002614016,0.0004431068,0.003461429,0.00009825552,0.0009437681,0.00004900941,0.0004018036],"category_scores_gemma":[0.0001768609,0.0001653807,0.00007792956,0.001939966,0.0002431416,0.0004931926,0.0003880411,0.0003339247,0.00002623919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088652,"about_ca_system_score_gemma":0.001153581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380512,"about_ca_topic_score_gemma":0.008279691,"domain_scores_codex":[0.9968699,0.001118271,0.0007911544,0.000230421,0.0003476264,0.0006426689],"domain_scores_gemma":[0.9963006,0.001038146,0.0001930643,0.001502305,0.0007815387,0.0001843892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003623268,0.001357306,0.03455405,0.00005566887,0.00002351026,7.85823e-7,0.9480369,0.00009252204,0.001612663,0.0008226915,0.001736332,0.01167134],"study_design_scores_gemma":[0.003305821,0.0002062581,0.1064593,0.00009301704,0.00003417332,7.138962e-7,0.8843496,0.0008944573,0.0001178969,0.0001239217,0.004212175,0.0002026864],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7329428,0.00003840119,0.02874442,0.02112685,0.0006224449,0.2149907,0.0003402245,0.0002268721,0.0009673288],"genre_scores_gemma":[0.708001,0.000002507034,0.04058025,0.0003224947,0.00002487086,0.2508949,0.0000885857,0.00001740305,0.00006799333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0719052,"threshold_uncertainty_score":0.9978359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2734743710853947,"score_gpt":0.6085150703278478,"score_spread":0.3350406992424531,"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."}}