{"id":"W2141852512","doi":"10.1590/s1555-79602011000300008","title":"Raising the profile of participatory action research at the 2010 Global Symposium on Health Systems Research","year":2011,"lang":"en","type":"article","venue":"MEDICC Review","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Public Health Association","funders":"International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Participatory action research; Citizen journalism; Action (physics); Raising (metalworking); Action research; Political science; Public relations; Engineering ethics; Sociology; Engineering; Pedagogy; Law","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":[0.2994817,0.001705349,0.002134333,0.003176159,0.01475948,0.02791105,0.003117356,0.02067854,0.005392068],"category_scores_gemma":[0.1857758,0.001603739,0.001792399,0.003078617,0.02388449,0.01957059,0.02114425,0.02397602,0.0008361888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02040154,"about_ca_system_score_gemma":0.0345166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004685899,"about_ca_topic_score_gemma":0.01063467,"domain_scores_codex":[0.516918,0.4522736,0.003519244,0.005724483,0.01525934,0.006305378],"domain_scores_gemma":[0.6000574,0.3486838,0.007702346,0.009116952,0.02096809,0.01347148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006154603,0.0003329041,0.002754487,0.005282463,0.0001586034,0.001758013,0.287794,0.001197729,0.003111725,0.4316445,0.1162095,0.1491406],"study_design_scores_gemma":[0.0002784265,0.0006050844,0.002502216,0.005649447,0.00007331516,0.0005895116,0.09442118,0.0007723545,0.002169731,0.103488,0.7892185,0.0002323186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01452672,0.02594194,0.02051806,0.9094501,0.01026119,0.0005483277,0.00004464568,0.00005356623,0.01865543],"genre_scores_gemma":[0.6722049,0.04030963,0.05515967,0.1879778,0.01591498,0.005217029,0.0001329929,0.000435172,0.02264785],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2994817,"threshold_uncertainty_score":0.8638638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.975949747224066,"score_gpt":0.8076016530104183,"score_spread":0.1683480942136477,"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."}}