{"id":"W4392542073","doi":"10.1093/oodh/oqae011","title":"The ATIPAN project: a community-based digital health strategy toward UHC","year":2024,"lang":"en","type":"article","venue":"Oxford Open Digital Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Digital health; Business; Political science; Computer science; Process management; Health care; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008819995,0.000744023,0.0001755424,0.00169247,0.003302334,0.004354941,0.001837722,0.001557057,0.008483478],"category_scores_gemma":[0.008309002,0.0001950297,0.0002963072,0.001515676,0.002196126,0.002598791,0.009729114,0.001827693,0.0009771074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003325613,"about_ca_system_score_gemma":0.02876135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01568765,"about_ca_topic_score_gemma":0.01278892,"domain_scores_codex":[0.9961773,0.002338708,0.00009112902,0.0002132798,0.0005989767,0.0005805761],"domain_scores_gemma":[0.9900581,0.001558112,0.0005681955,0.0005389704,0.001971084,0.005305548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000676184,0.005675305,0.02853315,0.002074073,0.00008722951,0.001868589,0.04170625,0.002505936,0.007623794,0.07574232,0.09005076,0.7434565],"study_design_scores_gemma":[0.0008001048,0.005457305,0.06248274,0.001170769,0.0001329218,0.001108081,0.07005934,0.006573707,0.009774038,0.01327375,0.8290355,0.0001317268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.603824,0.002992903,0.0533752,0.07099295,0.001093652,0.01595687,0.002108717,0.003145539,0.2465101],"genre_scores_gemma":[0.8557037,0.002086757,0.07853,0.007557548,0.0002161119,0.00552115,0.001491621,0.0002376263,0.0486555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568765,"threshold_uncertainty_score":0.04664516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553112155567179,"score_gpt":0.4888432805253556,"score_spread":0.3335320649686377,"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."}}