{"id":"W4417296777","doi":"10.1093/pch/pxaf116.043","title":"43 Methods for engaging vulnerable and marginalized children through community based participatory research: A scoping review","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta; University of Toronto; SickKids Foundation; Stollery Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Participatory action research; Community-based participatory research; Thematic analysis; Inclusion (mineral); Focus group; Grey literature; Citizen journalism; Ethnic group","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1145073,0.002714073,0.005226506,0.03929866,0.005886239,0.01397714,0.005043191,0.00747869,0.007427079],"category_scores_gemma":[0.233428,0.002467199,0.00732746,0.0304885,0.005963429,0.01362208,0.01052306,0.005212668,0.00182611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01619893,"about_ca_system_score_gemma":0.07322104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069525,"about_ca_topic_score_gemma":0.01929294,"domain_scores_codex":[0.8632212,0.08282099,0.03066014,0.004837911,0.0164475,0.002012263],"domain_scores_gemma":[0.750302,0.1920157,0.01617666,0.006692828,0.03282936,0.001983515],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009762243,0.0001507541,0.001057623,0.4856613,0.001160852,0.000433924,0.01185631,0.0009176513,0.000609112,0.02707627,0.02119449,0.4497842],"study_design_scores_gemma":[0.00003102348,0.00006756922,0.0005700177,0.8693993,0.0008189068,0.0001914599,0.004116126,0.0001924139,0.0002714256,0.004753438,0.1195397,0.00004848687],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001032606,0.9556105,0.01308698,0.009587022,0.001950379,0.01004838,0.0004056662,0.00007841319,0.008200127],"genre_scores_gemma":[0.00946364,0.934325,0.03458662,0.002163359,0.0003755675,0.01766446,0.0003360097,0.0000409841,0.001044424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8854927,"threshold_uncertainty_score":0.60558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8013465923728453,"score_gpt":0.7334921032332796,"score_spread":0.06785448913956571,"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."}}