{"id":"W4211265024","doi":"10.2196/33848","title":"A Free, Open-Source, Offline Digital Health System for Refugee Care","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Harvard Business School; Robert Wood Johnson Foundation","keywords":"Software deployment; Health care; Digital health; Workflow; Refugee; Medicine; Patient portal; Business; Medical emergency; Nursing; Internet privacy; Public relations; Political science; 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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.005604445,0.0005917997,0.0003751431,0.001666171,0.001417063,0.002895904,0.001974236,0.00103368,0.03576477],"category_scores_gemma":[0.01195598,0.0002803833,0.0005602842,0.001037135,0.0009629756,0.003743763,0.007210802,0.001074597,0.01466261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041766,"about_ca_system_score_gemma":0.003325943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001591115,"about_ca_topic_score_gemma":0.001573577,"domain_scores_codex":[0.997771,0.0009922212,0.0002394062,0.0003398654,0.0003904153,0.0002671686],"domain_scores_gemma":[0.9901223,0.002151657,0.0007637187,0.002352186,0.00157295,0.003037314],"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":[0.001961059,0.001475331,0.0348376,0.001319932,0.0001690707,0.002608408,0.009190695,0.001539334,0.0136073,0.0114531,0.2561559,0.6656823],"study_design_scores_gemma":[0.0008810789,0.001865642,0.0471999,0.001619477,0.0001516539,0.00231349,0.008602494,0.01069081,0.01022239,0.01195782,0.9041293,0.0003660016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2786984,0.003222689,0.3291973,0.0235425,0.002552422,0.01017701,0.04053968,0.159643,0.1524269],"genre_scores_gemma":[0.5771611,0.002367899,0.3099677,0.007681409,0.001564519,0.005472712,0.0349531,0.00747649,0.05335509],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9980258,"threshold_uncertainty_score":0.1196451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449829946060703,"score_gpt":0.3639387655144445,"score_spread":0.3394404660538375,"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."}}