{"id":"W4388720450","doi":"10.1370/afm.22.s1.4850","title":"Impact of Health System Engagement on the Health and Well-Being of People Who Use Drugs: A Realist Review","year":2023,"lang":"en","type":"review","venue":"","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Context (archaeology); Public relations; Scope (computer science); Health equity; Health care; Stakeholder engagement; Equity (law); Psychology; Medicine; Medical education; Nursing; Political science; Public health; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02694581,0.001079841,0.003387265,0.01101642,0.001332862,0.006521665,0.002220845,0.003226303,0.004862112],"category_scores_gemma":[0.1157831,0.00113769,0.004200058,0.01193375,0.002017559,0.004182081,0.002484075,0.002833002,0.0005927703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009113047,"about_ca_system_score_gemma":0.03010977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01903371,"about_ca_topic_score_gemma":0.04543425,"domain_scores_codex":[0.9840924,0.007969213,0.003624007,0.001158153,0.002582032,0.0005742177],"domain_scores_gemma":[0.8074359,0.1653227,0.009797147,0.002621679,0.01386368,0.000959006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002288611,0.00009659097,0.002149118,0.7272273,0.005519486,0.0001614615,0.002690859,0.0002738641,0.0002315557,0.00563926,0.009757749,0.2460239],"study_design_scores_gemma":[0.0000605252,0.0001698425,0.004411698,0.8883709,0.01071639,0.000199063,0.001803285,0.0001124952,0.0002402688,0.001465275,0.09240258,0.00004753936],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009086943,0.9952873,0.0001780962,0.001829624,0.0003802916,0.0001472118,0.0001457568,0.000006169234,0.001116815],"genre_scores_gemma":[0.01538313,0.9815684,0.0006420467,0.00152704,0.0002401298,0.0003469693,0.0001184338,0.000007981131,0.0001659817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02694581,"threshold_uncertainty_score":0.1425048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7027366312084362,"score_gpt":0.6908017644518346,"score_spread":0.0119348667566016,"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."}}