{"id":"W4280488351","doi":"10.2196/preprints.35929","title":"Recommendations for the Design and Delivery of Transitions-Focused Digital Health Interventions: Rapid Review (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Public Health Ontario; Ottawa Hospital; University Health Network; Health Sciences Centre; Lunenfeld-Tanenbaum Research Institute; March of Dimes Canada; Trillium Health Centre; Sunnybrook Health Science Centre; Sinai Health System; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Psychological intervention; Digital health; Intervention (counseling); Nursing; Health care; Preprint; Medicine; Bridge (graph theory); Psychology; Computer science; World Wide Web; Political science","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":[0.0873093,0.002422444,0.00553402,0.01210707,0.001952894,0.008711961,0.004916908,0.006357019,0.03244332],"category_scores_gemma":[0.2261351,0.002627015,0.01043451,0.01312169,0.001418621,0.01374854,0.004637823,0.004510291,0.01420482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008864905,"about_ca_system_score_gemma":0.06481918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234677,"about_ca_topic_score_gemma":0.03948305,"domain_scores_codex":[0.9493778,0.02570002,0.01424615,0.001761635,0.007463933,0.001450445],"domain_scores_gemma":[0.7276961,0.1274908,0.03153706,0.007540951,0.1010616,0.004673543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003294297,0.0001809481,0.000704723,0.4376616,0.001066946,0.0001988787,0.0008899652,0.0003329131,0.0005224975,0.004181389,0.2084806,0.34545],"study_design_scores_gemma":[0.0003412643,0.0001519548,0.001383218,0.6877508,0.002376158,0.0000837507,0.0008296691,0.0001372502,0.0002387276,0.003320893,0.3033042,0.00008233001],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001280888,0.7647659,0.0179851,0.1159391,0.0264856,0.04505548,0.01077031,0.001329472,0.01638819],"genre_scores_gemma":[0.006156957,0.7820556,0.1082469,0.0419929,0.003169221,0.04454419,0.004399417,0.0002874121,0.00914728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0873093,"threshold_uncertainty_score":0.4617412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430430243178932,"score_gpt":0.3687801578443378,"score_spread":0.2257371335264446,"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."}}