{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001090495,0.0001629374,0.0003032179,0.00005338772,0.002849777,0.0000632427,0.000341299,0.0001144491,0.001162231],"category_scores_gemma":[0.0002416298,0.0001362086,0.00003314893,0.0002998787,0.00003288252,0.0002721435,0.0003150335,0.0007060575,0.000471201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906523,"about_ca_system_score_gemma":0.0004486052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265415,"about_ca_topic_score_gemma":0.003674935,"domain_scores_codex":[0.9971107,0.0008755208,0.0006593958,0.0003882978,0.0003541186,0.0006120262],"domain_scores_gemma":[0.9983168,0.0003671676,0.0003233964,0.0003510669,0.0001399748,0.0005016002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00251078,0.0004148104,0.7754726,0.003618834,0.00007325756,0.0000978902,0.03030288,0.000605877,0.0001810661,0.04174728,0.1409433,0.004031385],"study_design_scores_gemma":[0.007240189,0.002300069,0.04527061,0.01810015,0.000214075,0.00001640651,0.05365114,0.004650285,0.00009907778,0.01010826,0.8566657,0.00168402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03700458,0.0001633646,0.04278134,0.123037,0.003100812,0.04327557,0.0001866116,0.0006257186,0.7498251],"genre_scores_gemma":[0.7926482,0.000008335971,0.1290319,0.06188085,0.001309101,0.006968756,0.0003519193,0.00009724303,0.007703652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7556437,"threshold_uncertainty_score":0.9997509,"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."}}