{"id":"W4250021425","doi":"10.21203/rs.3.rs-110557/v1","title":"Evaluation of the Implementation Process of the Mobile Health Platform ‘WelTel’ in Six Sites in East Africa and Canada Using the Modified Consolidated Framework for Implementation Research (mCFIR)","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; University of Alberta; University of British Columbia","funders":"","keywords":"Focus group; mHealth; Implementation research; Digital health; Process management; Knowledge management; Domain (mathematical analysis); Health care; Scale (ratio); Process (computing); Qualitative research; Computer science; Medical education; Medicine; Nursing; Engineering; Business; Psychological intervention; Political science; Geography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.06732697,0.001221429,0.001232443,0.002189854,0.007956851,0.004778537,0.00301477,0.002214736,0.00417472],"category_scores_gemma":[0.07211276,0.001464493,0.001222371,0.003356733,0.004621965,0.003298634,0.005713901,0.002572238,0.0006549521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05096073,"about_ca_system_score_gemma":0.1306422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5673337,"about_ca_topic_score_gemma":0.670854,"domain_scores_codex":[0.9472611,0.03144671,0.002878255,0.002496042,0.006738217,0.00917967],"domain_scores_gemma":[0.9333982,0.03309541,0.003806623,0.003112964,0.021199,0.005387714],"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":[0.01384706,0.05614647,0.1201122,0.007228626,0.0006695336,0.001155271,0.2258721,0.01435892,0.009188865,0.005902528,0.004996817,0.5405216],"study_design_scores_gemma":[0.008983159,0.08402741,0.5395118,0.002859031,0.001120024,0.0002392862,0.3082009,0.01494934,0.01575106,0.001524937,0.0221455,0.0006876187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712905,0.0001128758,0.002270516,0.0005869992,0.00003506245,0.02040977,0.0004524095,0.00006679815,0.004774908],"genre_scores_gemma":[0.9626613,0.0001618295,0.0222472,0.0003430659,0.00001217845,0.01131111,0.0004829179,0.00004258628,0.002737898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4326663,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4640066167368311,"score_gpt":0.6391259098019598,"score_spread":0.1751192930651287,"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."}}