{"id":"W3085705283","doi":"10.1186/s40900-020-00225-2","title":"Partnering with frail or seriously ill patients in research: a systematic review","year":2020,"lang":"en","type":"review","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; PsycINFO; Critical appraisal; Medicine; MEDLINE; Systematic review; Population; Nursing; Psychological intervention; Psychology; Alternative medicine","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","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03136145,0.0008349321,0.00385458,0.001210037,0.002318701,0.00008517035,0.0009685167,0.0004004346,0.0005187982],"category_scores_gemma":[0.00177005,0.0005098811,0.0001928547,0.002673275,0.0002585582,0.000209541,0.001907883,0.006658226,0.0009720396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002944627,"about_ca_system_score_gemma":0.002360235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006181827,"about_ca_topic_score_gemma":0.001394279,"domain_scores_codex":[0.9672403,0.02101994,0.00337295,0.001429378,0.003979409,0.002958056],"domain_scores_gemma":[0.9914374,0.004150954,0.0007434074,0.001180797,0.001311213,0.001176281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009450795,0.0003615017,0.0003042506,0.9518876,0.0001827016,0.0001370031,0.002168433,7.01412e-8,2.366439e-8,0.0001736538,0.009884517,0.03480576],"study_design_scores_gemma":[0.0006926261,0.001077807,0.000004781631,0.4993928,0.0001568222,5.83507e-7,0.002292732,0.000006802818,5.306694e-8,0.00001800203,0.4960797,0.0002773289],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007277136,0.9572314,0.000004267942,0.0004062845,0.000244097,0.03993516,0.00009947219,0.0000735494,0.001933022],"genre_scores_gemma":[0.00002980957,0.9711061,0.0001301455,0.001929336,0.0002074198,0.02357722,0.0008755497,0.0001517942,0.001992637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4861951,"threshold_uncertainty_score":0.9998058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8448791719211637,"score_gpt":0.6131012663838149,"score_spread":0.2317779055373488,"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."}}