{"id":"W4210720410","doi":"10.1007/s11606-022-07411-w","title":"Factors to Consider During Identification and Invitation of Individuals in a Multi-stakeholder Research Partnership","year":2022,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Calgary; University of Ottawa; Montfort Hospital; Bruyère","funders":"Canadian Institutes of Health Research; Cochrane South Africa; World Health Organization","keywords":"Medicine; General partnership; Identification (biology); Stakeholder; MEDLINE; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2327963,0.001445288,0.001052836,0.002888474,0.0153519,0.01118122,0.003189979,0.006311254,0.004331893],"category_scores_gemma":[0.2288415,0.001394778,0.001917938,0.001604374,0.01118111,0.01359343,0.01815648,0.008834331,0.001444009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082893,"about_ca_system_score_gemma":0.03057001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002660241,"about_ca_topic_score_gemma":0.003286969,"domain_scores_codex":[0.6507498,0.2862754,0.01579806,0.006149264,0.02204754,0.01897994],"domain_scores_gemma":[0.6571408,0.2390686,0.02126534,0.01014462,0.04167103,0.03070958],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002232878,0.0003303612,0.01373083,0.001956445,0.00006750251,0.002264068,0.8827918,0.000682375,0.007465875,0.01108215,0.008404463,0.07100073],"study_design_scores_gemma":[0.00007986621,0.0005725382,0.009569127,0.002301189,0.00006697535,0.001364593,0.8581635,0.00134035,0.003299815,0.02217453,0.1008177,0.0002499071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5715864,0.002645019,0.2235155,0.1247565,0.001632416,0.0242412,0.0002802587,0.001009986,0.05033298],"genre_scores_gemma":[0.8618611,0.001000528,0.1156655,0.007195978,0.0001997228,0.011112,0.0001715804,0.0001443272,0.002649411],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7672037,"threshold_uncertainty_score":0.9460988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7848597163553122,"score_gpt":0.5834328390811258,"score_spread":0.2014268772741864,"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."}}