{"id":"W2624575133","doi":"10.7189/jogh.07.010413","title":"Initiating a participatory action research process in the Agincourt health and socio–demographic surveillance site","year":2017,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Wellcome Trust; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Economic and Social Research Council; Umeå Universitet; Medical Research Council; Department for International Development","keywords":"Participatory action research; Context (archaeology); Medicine; Overcrowding; Accountability; Poverty; Public relations; Staffing; Citizen journalism; Nursing; Economic growth; Environmental health; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1293083,0.001100415,0.0006816529,0.001917515,0.01492286,0.005709596,0.003187481,0.003156473,0.009921728],"category_scores_gemma":[0.06158967,0.0009994131,0.0008372961,0.001652856,0.008733731,0.003935213,0.009401197,0.003976624,0.001472307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005157386,"about_ca_system_score_gemma":0.02474074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004489912,"about_ca_topic_score_gemma":0.009954218,"domain_scores_codex":[0.8827104,0.1067112,0.001329465,0.003821226,0.002248411,0.003179336],"domain_scores_gemma":[0.874185,0.0939156,0.003785425,0.00836673,0.009079246,0.01066793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001253688,0.003024651,0.006576941,0.001116695,0.00004050742,0.003551018,0.8411853,0.002091648,0.009100105,0.02271521,0.01317282,0.09617148],"study_design_scores_gemma":[0.001565026,0.003375936,0.01095126,0.001890798,0.00006148926,0.0005099711,0.6337681,0.006149754,0.006758033,0.02819038,0.3065624,0.000216837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5214011,0.000682041,0.2397608,0.02362931,0.0009485887,0.1574855,0.001518768,0.0005912365,0.05398265],"genre_scores_gemma":[0.6056054,0.0003699819,0.2673399,0.002189054,0.0002598302,0.1130099,0.0004837802,0.0001242311,0.01061798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1293083,"threshold_uncertainty_score":0.683856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8016594353173114,"score_gpt":0.7594822364966135,"score_spread":0.04217719882069793,"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."}}