{"id":"W4205956729","doi":"10.17294/2330-0698.1859","title":"Monitoring and Evaluation of Patient Engagement in Health Product Research and Development: Co-Creating a Framework for Community Advisory Boards","year":2022,"lang":"en","type":"article","venue":"Journal of patient-centered research and reviews","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"Innovative Medicines Initiative; European Commission; European Federation of Pharmaceutical Industries and Associations","keywords":"Preparedness; Context (archaeology); Process management; Process (computing); Metric (unit); Community engagement; Product (mathematics); Participatory action research; Computer science; Feeling; Knowledge management; Psychology; Business; Engineering; Operations management; Public relations; Political science","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":[0.4793202,0.002726398,0.002097815,0.01665758,0.008374381,0.02056298,0.006585753,0.005305455,0.002811458],"category_scores_gemma":[0.4166819,0.001525556,0.002994558,0.007246359,0.01240244,0.02283131,0.02430135,0.007271959,0.0009584767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0279665,"about_ca_system_score_gemma":0.06546556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006144067,"about_ca_topic_score_gemma":0.008532935,"domain_scores_codex":[0.3448941,0.5648652,0.0273828,0.01037717,0.04576293,0.006717683],"domain_scores_gemma":[0.4459591,0.3463531,0.05362219,0.04380699,0.09014938,0.02010917],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003747748,0.001656657,0.02209304,0.005694947,0.0002966838,0.0004318857,0.07258666,0.00546417,0.002979943,0.04850932,0.01623427,0.8236776],"study_design_scores_gemma":[0.0008651054,0.005806066,0.04629618,0.03153817,0.0008164278,0.0013798,0.1420232,0.04136949,0.01574811,0.197187,0.5155783,0.001392285],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1054604,0.008572454,0.6832084,0.09129077,0.001547818,0.03729589,0.0005935686,0.003187295,0.06884342],"genre_scores_gemma":[0.2795716,0.001507655,0.7007181,0.00246169,0.0002262187,0.01254509,0.0004329117,0.0002455417,0.002291215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4793202,"threshold_uncertainty_score":0.6420909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.732024263724889,"score_gpt":0.6062864361621219,"score_spread":0.1257378275627672,"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."}}