{"id":"W4312050051","doi":"10.1186/s12939-022-01773-7","title":"Challenges of design, implementation, acceptability, and potential for, biomedical technologies in the Peruvian Amazon","year":2022,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Cancer Institute; Biotechnology and Biological Sciences Research Council; National Institute for Health and Care Research; Engineering and Physical Sciences Research Council; Fogarty International Center; National Heart, Lung, and Blood Institute; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institute of Mental Health; Medical Research Council; Wellcome Trust","keywords":"Indigenous; Context (archaeology); Community engagement; Psychological intervention; Amazon rainforest; Inclusion (mineral); Qualitative research; Health informatics; Public relations; Medicine; Medical education; Public health; Sociology; Nursing; Political science; Social science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004993062,0.00006672899,0.0002067141,0.000322337,0.0001344001,0.00001450686,0.0002349149,0.0000373842,0.00003985132],"category_scores_gemma":[0.0003083919,0.00005118666,0.00006631442,0.0001126345,0.00006332965,0.00005926123,0.0001177653,0.0002766406,9.775012e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004220347,"about_ca_system_score_gemma":0.000569026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001916064,"about_ca_topic_score_gemma":0.0001977231,"domain_scores_codex":[0.9982444,0.0001595324,0.0006404346,0.0001334843,0.0005299168,0.0002922454],"domain_scores_gemma":[0.9991516,0.0003493839,0.0002129581,0.00007686296,0.0001393814,0.00006983436],"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":[0.002274183,0.0009462564,0.05352892,0.0007569288,0.00006072987,0.00005084723,0.003601271,0.00009094553,0.00008534647,0.01772792,0.00456015,0.9163165],"study_design_scores_gemma":[0.01614759,0.01051194,0.5544101,0.0003447585,0.00003719898,0.003517978,0.1613673,0.003539279,0.0001310327,0.1793592,0.07030658,0.0003271063],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6487879,0.004680081,0.007273922,0.3347095,0.001869458,0.002347692,0.0002335209,0.00002519847,0.0000726975],"genre_scores_gemma":[0.9954264,0.001792643,0.001571259,0.0009292846,0.00009764601,0.0001446875,0.00003032921,0.000004963144,0.000002798161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9159894,"threshold_uncertainty_score":0.2087332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346304073500215,"score_gpt":0.4978562182821342,"score_spread":0.3632258109321126,"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."}}