{"id":"W3136891869","doi":"10.2196/19163","title":"An Implementation Strategy to Expand Mobile Health Use in HIV Care Settings: Rapid Evaluation Study Using the Consolidated Framework for Implementation Research","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Virginia Department of Health","keywords":"mHealth; Implementation research; CLARITY; Nursing; Digital health; Health care; Qualitative research; Medical education; Medicine; Knowledge management; Psychological intervention; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2387135,0.003476573,0.0034977,0.004342394,0.00373118,0.005488005,0.003756037,0.00377821,0.00397002],"category_scores_gemma":[0.1697734,0.002400381,0.006062459,0.005021105,0.003137974,0.00755041,0.007724888,0.003261189,0.000563305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01520926,"about_ca_system_score_gemma":0.05351676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007944771,"about_ca_topic_score_gemma":0.01052546,"domain_scores_codex":[0.776486,0.1810222,0.01462985,0.005037261,0.01361185,0.009212784],"domain_scores_gemma":[0.9026187,0.05108004,0.008903391,0.008555623,0.02365367,0.00518851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006848066,0.05329265,0.03841249,0.01343711,0.001234509,0.0003765773,0.03119287,0.004148455,0.001893147,0.005136414,0.003941004,0.8400868],"study_design_scores_gemma":[0.06468776,0.5130373,0.2268291,0.0176645,0.005414444,0.0007549473,0.09283251,0.01755282,0.01275218,0.005139789,0.04232027,0.001014424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4663315,0.001311996,0.02546459,0.001852001,0.0002231903,0.4972109,0.00185127,0.0003365705,0.005418079],"genre_scores_gemma":[0.318101,0.001253971,0.2465081,0.0008962931,0.00005225421,0.4311272,0.001142323,0.000068888,0.0008499118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2387135,"threshold_uncertainty_score":0.9388017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3611383013872479,"score_gpt":0.6566991408648629,"score_spread":0.295560839477615,"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."}}