{"id":"W2806281488","doi":"10.1186/s12889-018-5412-y","title":"Understanding community-based participatory research through a social movement framework: a case study of the Kahnawake Schools Diabetes Prevention Project","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Community Health and Development","field":"Health Professions","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Kahnawake Schools Diabetes Prevention Project; Dalhousie University; Université Laval","funders":"Institute of Aboriginal Peoples Health; Canadian Institutes of Health Research","keywords":"Medicine; Biostatistics; Community-based participatory research; Public health; Participatory action research; Citizen journalism; Epidemiology; Medical education; Gerontology; Environmental health; Nursing; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03151115,0.0002274107,0.000514471,0.0003557906,0.01515967,0.00005581251,0.0006983579,0.0002636104,0.0001150679],"category_scores_gemma":[0.002544374,0.000176364,0.00009421155,0.001921614,0.0003557779,0.0002202345,0.0008792747,0.004235111,0.00002661452],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003226403,"about_ca_system_score_gemma":0.02029403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02079293,"about_ca_topic_score_gemma":0.06508284,"domain_scores_codex":[0.9586008,0.03663812,0.001453944,0.0003065322,0.001137572,0.001863068],"domain_scores_gemma":[0.9932328,0.003607052,0.0006999542,0.001325295,0.0007707054,0.0003641674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000115494,0.004626754,0.5507313,0.003329422,0.00008221032,0.000004620134,0.4035696,0.000001485967,0.000003934,0.01328218,0.02304457,0.001208356],"study_design_scores_gemma":[0.003444347,0.002619216,0.06784854,0.001080079,0.00001641669,0.000001777372,0.8962793,0.0002616937,0.000006000553,0.01659597,0.01158318,0.0002634609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735519,0.00003936548,0.003836374,0.01310741,0.000519863,0.007616615,0.00002390111,0.000116127,0.00118839],"genre_scores_gemma":[0.9890439,0.000006032328,0.001515552,0.007463588,0.0002731748,0.00155402,0.00001535329,0.00003930263,0.00008905529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4927097,"threshold_uncertainty_score":0.9980621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8527416565066791,"score_gpt":0.610640916302532,"score_spread":0.2421007402041471,"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."}}