{"id":"W3093026347","doi":"10.1080/16549716.2020.1826730","title":"Key issues for participatory research in the design and implementation of humanitarian assistance: a scoping review","year":2020,"lang":"en","type":"review","venue":"Global Health Action","topic":"Global Health and Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University","keywords":"Key (lock); Citizen journalism; Process management; Political science; Participatory design; Humanitarian aid; Business; Computer science; Engineering; Computer security; Operations management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4118076,0.003936555,0.009703229,0.02924572,0.01046268,0.02994546,0.007592266,0.02314027,0.005647168],"category_scores_gemma":[0.5155679,0.003671874,0.009015243,0.03684662,0.02161117,0.03234541,0.01456079,0.01585164,0.0019508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01982049,"about_ca_system_score_gemma":0.0899012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007659794,"about_ca_topic_score_gemma":0.009297583,"domain_scores_codex":[0.5054832,0.3783074,0.07077722,0.009524749,0.03225686,0.003650607],"domain_scores_gemma":[0.2139943,0.7176208,0.01917904,0.00935853,0.03764125,0.002206107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001498875,0.0001517539,0.0009735343,0.5237128,0.0009942183,0.0008874208,0.03167711,0.001103588,0.0005095794,0.07807785,0.01907922,0.342683],"study_design_scores_gemma":[0.00005004576,0.00008437176,0.0003685801,0.8451899,0.0006524524,0.0002943148,0.009121111,0.0003176944,0.0001711688,0.02353469,0.1201427,0.00007308552],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006804374,0.9085964,0.02067631,0.0532951,0.005286499,0.00621055,0.0001707598,0.00006228816,0.005021572],"genre_scores_gemma":[0.01874107,0.8871608,0.058213,0.01042683,0.001904087,0.02236327,0.0002432797,0.0000676888,0.0008800054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4118076,"threshold_uncertainty_score":0.725346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6133771226635797,"score_gpt":0.6558082111334459,"score_spread":0.04243108846986621,"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."}}