{"id":"W3212279949","doi":"10.1111/hex.13387","title":"Adapting patient and public involvement in patient‐oriented methods research: Reflections in a Canadian setting during COVID‐19","year":2021,"lang":"en","type":"article","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of Northern British Columbia; University of British Columbia; Ottawa Hospital; Research Canada; University of Ottawa","funders":"","keywords":"Context (archaeology); Coronavirus disease 2019 (COVID-19); Pandemic; Knowledge translation; Psychology; Scale (ratio); Quality (philosophy); Public relations; Medicine; Knowledge management; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002554514,0.0002254059,0.0003828058,0.001719049,0.004650207,0.00003226672,0.000106573,0.0001754553,0.0002631638],"category_scores_gemma":[0.001987129,0.0002558323,0.0000417552,0.002693317,0.00007407331,0.0002381906,0.0002061913,0.00143481,0.00003443974],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007624689,"about_ca_system_score_gemma":0.011462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4678529,"about_ca_topic_score_gemma":0.9376277,"domain_scores_codex":[0.9875984,0.006880313,0.001772462,0.0007432286,0.0005577145,0.002447947],"domain_scores_gemma":[0.9947616,0.001569761,0.0003523216,0.0004156215,0.0004066831,0.002494002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007319278,0.0006297992,0.3768226,0.002935353,0.0000207312,0.0001422057,0.5970104,0.0001023578,0.0001983356,0.009125532,0.001058283,0.01188128],"study_design_scores_gemma":[0.00200472,0.0003966748,0.01652971,0.001360983,0.000003469426,0.00001230339,0.9144117,0.0009822383,0.00007427941,0.001113341,0.06278084,0.0003297816],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667346,0.004899761,0.0002199066,0.01960717,0.0009283814,0.003701093,0.000139162,0.0000925281,0.003677334],"genre_scores_gemma":[0.9684232,0.0003529114,0.01956875,0.008060216,0.00007891389,0.002760577,0.0005832224,0.00004374794,0.0001283968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4697748,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.510334797243429,"score_gpt":0.5729110416262887,"score_spread":0.06257624438285969,"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."}}