{"id":"W4403470094","doi":"10.12927/hcpol.2024.27415","title":"Recruiting for Engagement in Health Policy","year":2024,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Political science; Internet privacy; Public relations; Environmental health; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.2174563,0.000755303,0.0009788903,0.002882136,0.02978106,0.02077345,0.004648981,0.01224064,0.01423634],"category_scores_gemma":[0.1973212,0.000771111,0.0009385764,0.003620008,0.04068512,0.01658952,0.02849193,0.009401978,0.002249272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01996882,"about_ca_system_score_gemma":0.07188191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939251,"about_ca_topic_score_gemma":0.002725449,"domain_scores_codex":[0.5986717,0.3687332,0.005057243,0.005118762,0.0094664,0.01295264],"domain_scores_gemma":[0.6905516,0.2579796,0.01276164,0.009108085,0.008121955,0.02147718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001696026,0.0008226776,0.01210618,0.002481165,0.00004623651,0.0008911722,0.2574258,0.001328542,0.0005175052,0.5374488,0.02821467,0.1585477],"study_design_scores_gemma":[0.0001691253,0.0005634072,0.006615823,0.006183738,0.00003824061,0.0005442029,0.2658303,0.001739612,0.0008665785,0.4498354,0.2675019,0.000111652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09646591,0.006477396,0.03539258,0.5964714,0.001910127,0.003806741,0.00009820035,0.0002056564,0.2591721],"genre_scores_gemma":[0.9259024,0.003507943,0.02010538,0.03592426,0.0009024031,0.004398994,0.00008564584,0.00008705333,0.009085943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2174563,"threshold_uncertainty_score":0.9650158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3398883194337661,"score_gpt":0.5963748911875436,"score_spread":0.2564865717537775,"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."}}