{"id":"W3094844007","doi":"10.1136/bmjopen-2020-038339","title":"Are you really doing ‘codesign’? Critical reflections when working with vulnerable populations","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre on Disability Studies; Ontario College of Art and Design; McMaster University","funders":"McMaster University","keywords":"Coproduction; CLARITY; Reflexivity; Medicine; Process (computing); Health care; Critical reflection; Service (business); Public relations; Engineering ethics; Process management; Sociology; Computer science; Political science","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":["metaresearch"],"category_scores_codex":[0.2562574,0.002271184,0.002952647,0.003771328,0.04351865,0.03773273,0.008913822,0.02909844,0.005225195],"category_scores_gemma":[0.3659435,0.002298688,0.003057933,0.00308029,0.08983748,0.05397349,0.03498488,0.06963527,0.001905854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02061719,"about_ca_system_score_gemma":0.05066814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007213318,"about_ca_topic_score_gemma":0.01212106,"domain_scores_codex":[0.5756814,0.3813635,0.007456019,0.006258072,0.01586971,0.01337134],"domain_scores_gemma":[0.5571548,0.3646211,0.01325015,0.01139616,0.02696315,0.02661455],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003249654,0.00005411157,0.0004571967,0.000489731,0.0000161973,0.001059703,0.9535794,0.0000578064,0.0002915315,0.01584597,0.01718494,0.01093097],"study_design_scores_gemma":[0.00001168685,0.00004900813,0.0002073181,0.001836107,0.00001190153,0.000674794,0.888211,0.00007730137,0.00035549,0.02228385,0.08622129,0.0000603371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02713306,0.007517098,0.01094031,0.9362848,0.007469582,0.0006175172,0.00004000361,0.0001374594,0.009860066],"genre_scores_gemma":[0.5760386,0.02409244,0.04521405,0.3286963,0.005349609,0.004134865,0.00008880671,0.0007389912,0.0156464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7437426,"threshold_uncertainty_score":0.917167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7566471506453194,"score_gpt":0.5807236841213731,"score_spread":0.1759234665239463,"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."}}