{"id":"W4224305147","doi":"10.12927/hcq.2022.26765","title":"Advancing Patient-Partnered Research: Empowerment, Innovation and Evolution","year":2022,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient Empowerment; Empowerment; Perspective (graphical); Unit (ring theory); Business; Nursing; Best practice; Public relations; Psychology; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2341405,0.0006354934,0.001022413,0.003420431,0.007550192,0.03463322,0.003706724,0.008835279,0.004879704],"category_scores_gemma":[0.1157311,0.0008599258,0.0009989352,0.003425544,0.04473829,0.02546218,0.02931197,0.01043077,0.001208522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008633148,"about_ca_system_score_gemma":0.05687278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670648,"about_ca_topic_score_gemma":0.005865903,"domain_scores_codex":[0.7806275,0.1780725,0.005618478,0.004828675,0.02270766,0.008145188],"domain_scores_gemma":[0.6692924,0.2421501,0.01273196,0.02181571,0.01564964,0.03836018],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001537177,0.0004968717,0.01180317,0.002249602,0.0001083115,0.0007977972,0.12244,0.0002845354,0.0008884039,0.3151231,0.05158643,0.4940681],"study_design_scores_gemma":[0.0001240595,0.0006953465,0.005723325,0.003655059,0.00004806006,0.001652457,0.118239,0.0007166732,0.0009418927,0.2541556,0.6139091,0.0001395303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03822675,0.0390711,0.02227194,0.8078685,0.003684847,0.0004243197,0.00009268335,0.0003147274,0.08804519],"genre_scores_gemma":[0.7933514,0.05217556,0.06248363,0.06870108,0.004823971,0.001042424,0.0001590538,0.0002590749,0.01700383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7658595,"threshold_uncertainty_score":0.9444411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2452271827580661,"score_gpt":0.4809696192681228,"score_spread":0.2357424365100567,"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."}}