{"id":"W3112182868","doi":"10.1002/alz.037965","title":"Bridging the gap: Engaging people with lived experience and health care providers on research review panels","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alzheimer Society of Canada","funders":"","keywords":"CLARITY; Medical education; Panel discussion; Peer review; Peer support; Psychology; Public relations; Dementia; Health care; Medicine; Political science; Nursing; Business; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3506885,0.002143138,0.002223289,0.004826235,0.03745652,0.03079668,0.01111092,0.01527889,0.02217853],"category_scores_gemma":[0.3779106,0.003816457,0.002698932,0.002721407,0.02461842,0.03171722,0.07291168,0.02302976,0.008121785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01619759,"about_ca_system_score_gemma":0.06727628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003926052,"about_ca_topic_score_gemma":0.01379396,"domain_scores_codex":[0.4708189,0.4796706,0.01051062,0.008231202,0.01704919,0.0137195],"domain_scores_gemma":[0.4375796,0.3491089,0.0249844,0.02768388,0.04792805,0.1127151],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002360248,0.001040743,0.003781014,0.001768556,0.0000917826,0.002800195,0.7946845,0.0003967399,0.001617877,0.007158959,0.09559914,0.09082455],"study_design_scores_gemma":[0.0002905352,0.0005487607,0.001607095,0.003282365,0.00007118161,0.001227296,0.6056421,0.0005595238,0.0007065055,0.01599189,0.3697504,0.0003223131],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2742662,0.01059631,0.1062084,0.4859215,0.02062446,0.01987839,0.0006624694,0.003141033,0.07870117],"genre_scores_gemma":[0.660349,0.006963403,0.1441096,0.1360694,0.006312551,0.0257364,0.0005336732,0.0009658028,0.01896022],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6493115,"threshold_uncertainty_score":0.8007168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5361579394166568,"score_gpt":0.4939640094316137,"score_spread":0.04219392998504307,"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."}}