{"id":"W3210947015","doi":"10.1016/j.chest.2021.10.028","title":"Better Together","year":2021,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Fraser Health; University of British Columbia; Air Canada","funders":"","keywords":"Community engagement; Context (archaeology); Stakeholder engagement; Feeling; Medicine; Stakeholder; Relevance (law); Scale (ratio); Knowledge translation; Health care; Medical education; Community-based participatory research; Public relations; Psychology; Knowledge management; Participatory action research; Political science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.001450062,0.0008223739,0.001476434,0.002314301,0.000741319,0.0033883,0.0008516252,0.002833294,0.06847139],"category_scores_gemma":[0.007104211,0.000356569,0.001113869,0.001763224,0.0006315916,0.004561004,0.002230477,0.004559668,0.01718056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007609486,"about_ca_system_score_gemma":0.003585353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003517549,"about_ca_topic_score_gemma":0.01126463,"domain_scores_codex":[0.9988847,0.0003480071,0.0001680777,0.0001620002,0.000263797,0.0001733954],"domain_scores_gemma":[0.9979514,0.0005653191,0.0003764426,0.00009962548,0.0005702808,0.000436881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009051783,0.00007274616,0.0004466448,0.01041222,0.0002094044,0.0000755094,0.0002002053,0.00003479139,0.000206235,0.001702237,0.2852117,0.701338],"study_design_scores_gemma":[0.00008499919,0.00006233667,0.001271139,0.01507337,0.0002788753,0.0002507524,0.0002887996,0.00001412906,0.00005095438,0.00115441,0.9814571,0.00001305604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004252439,0.9551,0.0002901308,0.02035946,0.009341974,0.00004171567,0.0001859937,0.00006165083,0.01419387],"genre_scores_gemma":[0.006007383,0.917307,0.0008873406,0.04688719,0.009379351,0.00008862128,0.0003926347,0.00004819326,0.01900238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06847139,"threshold_uncertainty_score":0.2290596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5536982189488271,"score_gpt":0.5434887668506695,"score_spread":0.0102094520981576,"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."}}